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) 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cDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg+FB1ubjlnRNvl3o6IEU2w7fdNPhm/hh+FLysUu6++DLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK/m4szFFR7ch0toUgBTdWHr7EpaWru6+6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d/jLST9v5YflasP6v/CO7+GNAPC2BMZWmsOjp2NNbfHwMCJD+LPVL+D/OYlWEEI/9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2+bBDWBud1Va4pcCn8CPqxlh/fgtG8IPaPH8C5wk6/nZDv69jurV5QhtwE0x2iqOsj9Mx8B9/0EaUdiPfOYYDCi/q9jhWRuupMDEU0+CtX0sDFxv07T/K5niBPqN9+tQjgEc31NGCXFeMcCEuQBIc/BK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF/R0/u5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y+RBgogrXPZ8E1yIHoHIFUM+AbJhE7lbMtt8ApL+xmZW7PwbjAO0fAVoXQOuiSP/ksIVdFZ0aulsamKUzwPZ/NYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7+pg+jUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd/J5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7+RHJHP+2hqfugo/MvI2H/mqr4b9tFnKSRY1Y5Ek80Nm/WIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw+nSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv+rWa/Wih0vlbX6Zb75T5C0qNKVFvH1QL/vazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f+XdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS/xTo+P5wGFak62ap1PVFFN4v/y+xuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f/6dhK6gQokFKhWX3urrjk/rnI0pgfpGMeuQIUaEM7+GF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x/GdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY+9yGFQtEo0GQPNv6vS2drj4+1jHbv3aJSMUWP+QTZrmbNTjU8wyG/iXNNpskybLcJ3CiTF5Ir+JYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d+/XeNRTZ9/1OPfG7+2hwzd5W3D+hmyjsRcUg/+Cavb++Vh2ls3L7zT/etOnHNxeerv313vzLVqPai4nJv+K1FC6040/4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk/U+D4gTXW+j0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7/R561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l+WKHmLTJwRv9E8GWJ6dYvf/FmEyEGr+gyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b+tMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1+Q2BIRvf6J6Kgatnrbiem+CFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ+CuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih/xELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD+uOe+kWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby/+SSbPY8/NH6vpl/Esq3Ae4ZU1HC44KFiI9o7CEgab/RqHbj7s5KAg06s39ZP/zxI/mVuF/TbTSy+3Fb8If9/cv7+wt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi/C8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0+Xxx/5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB/qM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J/UKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc/THK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd++U/3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg+e4As38MfGquNt7oUws6Ysarj1/efE+yst86YUVNvDdts3Pv5c8m/aP0C+f8/Qb+IMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT/v27wm09jRYVc/e++iyx2tyzJb/n3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy/t27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj/S5ki1jL/a0GC6+2L6Um+aoddlNFuj+bJ8mH/iaLh8I0/U51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz+1UmhTJyJGxZzw+wsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ/9pPA4RKTASWahmh+8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ/tHnODtENw/2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8+/Elg5j4Gxur3J8o2PJ4rg+2d08T/fwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r/aMMj8onCP/DuDZOuN+GPPr/+p7bx+7JlbYdppcNhzKU/1Px5aiaGDn/s1iGMaBcleKUo/v9rcxkZj7DBEKOfrayytXNLYiUdBY+pleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF/Qa9Pdf/QqOSqCiE/EE1/XIVKTc2tzWbHnimrEd+Vyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu/kzIdx+BxC0ay9zRSvoS0F2lIxI+X7klU63I40gLQ3w5ep5na+SFnba3z5D64zv+QtM4n4ffG3tq4aNHGRfxgrXPMim+5487abL7xhdseIRn1KDl+7aINixdv0OD+JSPwKf5+xoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz+9a/v2PH1Hfz9236w+ZrPXvWfAxlj4NLLHpq3c/PQ3uvmvbrjG7fe+o2y/cLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF/tkkOGPW2ibWaBTkeZ/dvPWazXfOnnvL6jkRXpi85sFzZt+55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG/yVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6/OU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR/rg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x+MJiOA3YwhDRQrWU0u/0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0+a0uoiFH/xcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL+j3D/uwhBRdyAyozeZwvQzs79soi+BKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo/ybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM+3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho/VDkzQfLE+IrYoJXkD19pdP7OwG/voIUtagiWiZ4PAFTHHlTVhRZ7dYmPar+NJ+8JhmR6DFK5DV1foHoLNO/pHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj+i5++WZfKeViJfW5HnUakVL4UCNVkA4+ETfIqx4B5xSaP2L1yn0zn2ltPn4+OqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL/NNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE+cPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP+Kps8J9/3mGQIteY/LGPC+L7872SPR2br5fy8MtKBMHedGuM28/MZmPJMrGgi3Gb1S+Si1/L/zrZwO9XH1ce/z7ZQ1WSoY/+pMb5FT4ua0Wm+Jf/298nFmChEQ+Ti71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa/1IFO1/jdWr/8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc+KJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3/tM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB/yox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt/qMDnvLpPNTXfNa60z5/yjXQOMq+lNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd+RiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb/pBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap/30lnVESgNnvjbUoT6w9N+Xoio0qcYOIM+heg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X+PE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa+dAdAbMYX6HVF8A+7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf/Nf+Ny65BhYxxxV+77XJ2wfQ389/IQPgajXbwMsuAz/0IaQcXJavKbRqR2IqyZruXjVC2+hdee/5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab/wXl2CNe7s/qCtTvWgG5kpBmCBlSzDS/r8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8/NCfiOUVirYcBbIeA2+iF68rQIo3B/S628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935+k1efkV51mzzrM0LL3/20avnwMeKuWyOUZg2TasSqZ+KcZQiOn1Iu2Vh497ALUVZiCKt/gh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1/uzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb+okJ5JRDyf54Axur1D+WS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt+t/qW2+93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz+tJo+wijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF+kuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj+Z4i+42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA/hRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz+x+Fkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3/RTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY+uSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN+fiK86LeXj+Sc5lPKy+k/vCUI/DaLFYCWHr6nbXuILTIsb5imNKY/rCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T/yOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH+L0eCPxmsa5ZpgRJSDZ11yDv+jmbd86vxZfc1WcZJ3UkMq1BOOOVtvu/+pB+en186d3GTwWAw2jheaJs09/+LNfZft37DALyrNj1wABMuUKbODyTVnT/KYbJ3Tpq8IrNh92dkxOj5P/YpZx4/ycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB+cV99/eTF6294dA8+TK6v74MHVpYNRt/I30e8QGTOOdfGWzzxcy+87a7bLjw37rHw1nPzp0KyyRSeZO+QQhInt3dYgvycjrPOv+T8s1rptaP84VeywdWX2T4ysr0/7TLIs6+x9zib56ye1dM9e/XsZmePY3NDs9zlnNVt4+WgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS+XPplV2ts4bvCwZu+KzgITtxepaPRzWdpv74muvv6RO0SorX6cu/dqKn/XWnrtp/Zragz13DUCl5myiFW2Ycvb0PtsXnU+tx8pvLFbUspLX68mdegwmOif/NPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3/jdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx+6arPqbkcNAHoFPzKUUQ+qL0k97pjbZv1I/egC9zTFbrrlFpNdmea+gIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV/ScS+zjlASyUTVv/AJ46gkJI4bHX4lTnloctxPZE1ckS3+jG2fKIjkQFyzuo8jvYQG1OrGvJPSTu/nSp9PHNTl4z5hK/8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt/wkSx/JCmP5/cBKQfl/5gd+rOS/+p91/+YCg5CXK2W4M9fu+/6xxX+vnelVuldIDCG0VQTpU9Dw4pRfei+6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15+5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl/5bqzYqT9hMmptEXDgTqP3Wiye+sD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC/v8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4+Ti7W9D/OZrLChdwxmPNiBRqVjnpK/aGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3+OfU5/ieLS/NuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD+N2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad/3t2KTtPobnX6D8C8pd0MDP+Kx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE+JGTS3JoEhTrz8/CB+5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk+htwN5A0V3RCPoD/yXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps/t+0iCT3AHVtZC7JDCXfR7OSb/Xja5H3zQbZL1B+ULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset+nQWdS/ZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5+LhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW/3Q5Nn8BZEuzqEI7HK3n0+zFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj/mQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2/BWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY/yCZu/Amd5Or9uS3DYaeqVOhH7gZN/8I/wi1fEuLXvyNivibjuKvN+1Nc01HF/3h+ef/sOhox8MPd5SFucPjorQwXT+ytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP/79nbvCXFOY+PUjrT7/otsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9+pbs6E/Vu7Nk642/PYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu/19/5QW9Rv1U1ridT22i+53pzumbs+XFFXYC++CGsTj5JUT/GCgRt3n78i2n71FHG4/u6X++9+raya7os3ZbDmgWfXun44e+u2NZKuGZ0HiF8M4TlMPR+EU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l+uXrbjPUyep+8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq+NzK/OKSbsfl79o9G20R+brBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery/7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1+SdazRrfddkBU98t1htvWrbjqSqjaCguxrffM/5zDCpBALUycmajhd+R6ww4SWafuZ5eU+tPid4lgd3gt+b/Y9rQoZNmiXYPXyRHbRs8zX/f4WIFjWZJtUdSD55AP3xtXH+ZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy/8F0GoqYPv75Yh9j3x4DuJ+uEzHRpAq2lMqb+qfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT+LUgx0Pg/p87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv/u9ZUWUx+PYFueUKwaNvbtu+Xps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L/BehXuHqfaBwBEU7hfVLcXvS4VQv+T/vaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq+k4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S/tkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP+EaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP/dsZ8+fP75D/9Uu5Gs3FY/2SxPld0DHOciXI9gqjcEidXjE+3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8+LTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7++wW4gRDRbaxw2nrOGm+xOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot/FpHvIUjJovFEoYvHYV9C5Y/xN9OfcalvII37UEhTbTg/AQIaPb4Vz6j5u8/aViycMod/fkDcpu8QZbZoeBi/vbzP3XPsZvOubMtaPHkD9jt6+U2O7vqU/9C9SMvgrXpQNG/E0oJxun+CiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp/VAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y+pGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr+P2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr+P30f3OkPQ72aO0xYo3/EsmO3QO5qEF8S0qQH0UsKXv0brnl9+8M7jF174+DsfvPOl1au/RL5/9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x+4ofw+3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ+pYl+Sf8YcurfmXP5F/kj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0/OM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw+1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g+Rn533qkocdvLs2HmhU75br/MmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3/3pYNi3bS+Rd+GjOfVpAPNd6y64Gsz1GaZleWIPoYL/v9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk/Iojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB/36kP+K38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL+x03nhh+oNo5e77psxg9Q5LzebIKD+fsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O/kdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P/F7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF/BRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm+RdmIJQST/ZfVdudUvh9S/qqNvqT98g9SQ3lHibZY0mRVHooyDN/FHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi+d0s4+ztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr+1VZFcEZ/PdJkn1hOs8SXS/NFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq+rbyg1Z+O8VsNC1UmcvORPRfxtPrfRwL2p/oA1eZp6Z/aGffoewaXcA/xBlKlQLfhQL/oPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp/bXh5e5YXW2Ngfvza0ZF6UgFL/E0fTq4LBlvTE2qb/KuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8/VWi33c3bBZnGY05+dm+3qc7fNmj4YGKLj2nfqFP+g7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j+SYEWHlZ0K/Hgsh/Ztsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D+YVyKd0jw3iumwi/BC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc/J5uGm6CViW5mulYMk+HqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br+fcLyoAyu8D9B7bgmzUqfFobF5nKnK4+t8MPJkI/xHUNWk117jugWF+xazTAALQn6+UE9lhoI5ApGA/iuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL/3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n+jspIsHFjJrTOdzSMuOa9DbDcj/nH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U/8JbJZPJJLBLolH1La/RbF9AbC8JJjv/mMnssKjLRBJyqj9QXxNko0Ux/X79epfiXkm6fmKwF/en1HLc6LxloXWKvGa5rVCVL83VuiPcDEX/K5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS/kTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv/36k2sbqCeCFNa+URpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR+D79H56NOz0EVWCTy2/fffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ+T/El3uZqL+FyzSZ8XxpTiI/G0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ+euOeG2SORmKZr/qKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya+vlKqv6aXK1qIj3imL+L6hL+yvUlFfE0VKZ7E8gBY3M/8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry/LgZIlCeP11Z4zs/AwvVwtGFEut5S1JY4lfyT0N/evOLo+rUEgjcqc9IkGpQbv3iW7Co5b+KgjvpzYdH85PLcc4X21ouwEGl/S4qnUAvoSlXUUhR1eKr2VWFTB+GMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH/qPepXQ0Db77CJOAImohB+RPWr31ev5g/kE+zTa4lbvZo8xdWPffQu9yJTPCNB66s+zXoJt/0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0+3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80+UxfUHPlBZIRVNQ+v0xRm8REKPoLmNr0+Uo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV/+mfr0C0r/NkeXbbpPlOTBBwT0mVz1zx9S/wJecBF9Wgv3p032iP2v4VSgfgW2G+HUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt/QRasn2kri+H6L80MJRsmVYJrAKyDItpJUy3/15WYIJqcJ9Q5N/LFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb+IP8gHed+6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha/fJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG/XbOFz+Tcq2MLrcmV28Nmi/OHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw+luPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs+31Wm5qpH+iJWSzqdPr2O7zc2TmtnrzCig6bBd/vgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I/MAp9q9S3Q/clADNm1wEeO+xbwg5OIYHZLY3ehG5lJk2xhco+6JWybpEVz2wrR6hZyD0QXZbeDVB+onmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P+1fAll+SyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y+cf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY/f+ucuMtCuP/e4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn/+7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7/6B23+f+sp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz/Q0hI0m3NKDRfkgsrnamo+p0CAq1FyvC3a3Nak/s5VX282x9Ufy3E39VAx6o7LpCvO2wK+ch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5+jP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00/Wavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR+gufwA8GegxUEo4A+gd0BASHiH6jYMLIsUdQJTs/C641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW+AMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA/xUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA/E+DXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX/k/7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh/TK18StOPhwG9Xo5mqXAxvw/79YQwwDR+nAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw+oTFqxtz8dxwtogBnF9MjIl/in+K8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O+GC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6/OC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx+v1UKPsfvzQU0Kc83i2VdILmd2/yX55zT9luN2+Cu4nKfwPcK/CvDVU+pHh8+LaldIf1fA5h3ndT6Fln9/W/9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW/uib/ud+VK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M+VG0KsUdgdvpgP/6NqqP0/gHZFUfGEijZLHpiIgvV5/Bltrj8Qd7XQd5p4P+7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z/vvacG/rjpsvnpzs0B1Id6fmX8119l88XnOxe/uGrzzHcdu7UtY3+2vmXN5zUyj3ZcPl8p1sZSs6/nGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q+lwg1RdRSpFDNzosb44YJXnAfoEOpZW//6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21/BWW5DnPQbn2X1WK43/aM2n18DfSoybbNHijFpamzXI31eRibGUOxSu/lT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO/VjC/EinToFyoNDz2p9XD6g78WgQdPG7Z3R0T/Z5dTM9lsL8Ktek7szl2L+gQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T/4VeamYPlLtffdQsk+2sUTY/zDXl/05W53/Bz9UK3p7LjapZ2ZxOm+UlZXrL3HHGqO8+wVroDaCTTnTxitMxmiAAYQzVJQH+nj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj/9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz+3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62/qN/tjQxnSnhnKPw+LNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh/LvQZnt0evgIhTFV0kE/PYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8/Cj1Y9NY6cnGVW0CjTLaz7E3epvaT/LtTV72Rs+0WVVmd0dz/MGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf/z+fdka+eKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ+bewnf18ap4Ib+mSMrtDU5zqlD8QANa5MBGh/OwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq+7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2+YuMbmE9dwGYB4KFTsvnDE6Ah47r/fE3AYI+oXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU/A/Jsw+vWDa/7emewLaoeibaF1B9qUNnuqWK3+UfXYVL1v/omD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk+gk8pL0mcCDOn08MDAQlf+/SlTZ1z12fnqntOhbOTL9/ZdevbAPN+yby1f/uUtC/ixm8ZBo59LTXEW060hGrTDplNprWd58fwB/b/E27BdS/s7U+rGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt+Kh6HN4ti6lxIhT/wahnZtWwzlY9QHQ2c79C+dxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah/PFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn+2MnYv36dbMDBTonl/T/ma5IKAyEGz+4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK/yp/gLEBVat5WnPDdKA574ubuFJ/IUfZ/Y2Nt6mN+ZNNTSTaeI56gKwkXerTe9DDHUw8/H35FY3nNN7GGuBKWhrV9ep+0k1WjNWVaHkW1yA+QHWNu8rtBw2a5YXuE40rs7/GA+j09V3hA98yRnFPOGr8ltGlsFdD/7tRce3LH6Trcneuiy7K7J3khKu+3qUaXPWaX7T6/Kfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM+0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz+XmcOs1H31U6cC6RTVLfCg7RNBF1UF2/wBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH+WC0E1qOGtP66s1MYv+VLu8/XFXvV/ZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86/1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp/lYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm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<h1 class="title toc-ignore">Performance Ratings Diagnostics</h1>

</div>


<div id="diagnostics-for-the-informed-hierarchical-model" class="section level1">
<h1>Diagnostics for the Informed Hierarchical Model</h1>
<div id="r-hat" class="section level2">
<h2>R-hat</h2>
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" width="672" /></p>
<p>All R-hats are below 1.05.</p>
</div>
<div id="effective-sample-size-to-total-sample-size" class="section level2">
<h2>Effective Sample Size to Total Sample Size</h2>
<p><img 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" width="672" /></p>
</div>
<div id="bulk-and-tail-ess" class="section level2">
<h2>Bulk and Tail ESS</h2>
<p><img src="data:image/png;base64,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" 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" width="672" /></p>
<p>Some ESS-to-TSS ratios below 0.5 but effective and tail samples sizes
are sufficient. The minimum bulk effective sample size is 1575.1287514.
The minimum tail effective sample size 1633.228853. All have an
effective sample size of at least 400 which is the minimum sufficient
for a stable estimate of Monte Carlo standard error per Vehtari et
al. (2020).</p>
</div>
<div id="mc-standard-error-to-posterior-standard-deviation" class="section level2">
<h2>MC Standard Error to Posterior Standard Deviation</h2>
<p><img 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1767W9/W1Vr1qxZsWJFs92tW7cePHiwqq655prG93g/9dRTc+fOXbt2bcvRU0455ciRIy0Xq+rxxx9ftWrVqlWrWo7u2bPn17/+dVWtXr36nHPOaTk99TfGFVdcMW/evDaLo6OjP/vZzy688ML2b5YxpeXfFY3NrlvoAQAAIJRb6AEAACCAgAcAAIAAAh4AAAACCHgAAAAIIOABAAAggIAHAACAAAIeAAAAAgh4AAAACCDgAQAAIICABwAAgAACHgAAAAIIeAAAAAgg4AEAACCAgAcAAIAAAh4AAAACCHgAAAAIIOABAAAggIAHAACAAAIeAAAAAgh4AAAACCDgAQAAIICABwAAgAACHgAAAAIIeAAAAAgg4AEAACCAgAcAAIAAAh4AAAACCHgAAAAIIOABAAAggIAHAACAAAIeAAAAAgh4AAAACCDgAQAAIEDvW/z1+/fvv+66607IUQAAAGBW+eIXv/ihD33oOD/4rQb85OTk4ODgW/w/AQAAgFloZGTk+D/4rQZ8S11dXVMXk5OTnT0JBPHAgTfKowbeBA8ceKM8angTkgJ+wYIFvb29VTU4ODgxMdHp40CAvr6+BQsWVNXw8PDhw4c7fRzIcOzpZmBgwBdVcDyOPd0cOXJkaGio08eBDAsXLuzp6amq/fv3d/osxPAmdgAAABDgrb4C39PTs27duhNylL9pz549w8PDVXX++ed3d/unB/jbhoeH9+zZU1VLlix5xzve0enjQIbdu3ePjo5W1dq1a4/d3wj8FUNDQ/v27auqM844Y9GiRZ0+DmQ49nTTrKeYmRYvXnz8H9wVdHPgLbfcsnXr1qp6+OGHlyxZ0unjQICf//znn/70p6vqxhtvvO222zp9HMjw8Y9/fNu2bVX12GOPzZ8/v9PHgQA//vGPb7/99qq66aabPvWpT3X6OJDhIx/5SH9/f1U9+eST/r2Y4+R1bAAAAAgg4AEAACCAgAcAAIAASd8D/5vf/ObgwYNV9a53vauvr6/Tx4EAg4ODO3bsqKozzzxz9ahD9jYAACAASURBVOrVnT4OZHj22Wdfe+21qrrsssu8Zyocj3379v3ud7+rqrPOOmvlypWdPg5kePrpp48cOVJV7373uzt9FmIkBTwAAADMWl5YAAAAgAACHgAAAAIIeAAAAAgg4AEAACBA73QPHDhwYNOmTVu2bDlw4MC55577zne+8/rrr583b94J/LXH82GbNm164IEH/uLKhg0bzj777Df32cE0afDAOeZHP/rRvffeu379+uXLl5/Yk0BLM+RR4+mGLA0eOH/4wx+++93vPvPMMwMDA0uWLFm1atWHP/zhCy644ASeBFqaIY8aTzez1vS+C/0rr7zy+c9/fu/evVV12mmnDQ4OVtXKlSu//OUvL1q06IT82uP8sHvuueeHP/zhXxzyR5yZpsED50994QtfePbZZ++7774/T5G3chJoaeY8ajzdEKTBA+fxxx+/++67x8fHq2rZsmUDAwMjIyNdXV033HDDRz/60RNyEmhp5jxqPN3MWtP7Cvz69ev37t174YUXfu5zn1u6dOnLL7981113vfjiixs3bvzsZz97Qn7tcX7Yrl27quruu+/+859NOnfu3BP3GcMJ0OCBM+Xw4cPf/va3n3322ek4CbQ0cx41nm4IMt0PnMHBwa9+9avj4+Pvfe97b7755sWLF4+Pj3//+9+///77N23atG7duosuuuitnwRamjmPGk83s9Y0fg/89u3bn3nmmQULFtxxxx1Lly6tqhUrVnzx/7Z352FRHHkfwBsGkVtQ5FBAbpWVgEKUy1uEPCirojGurmLE6D66mkdcQtw8mrga1xg1anYVjEpMTJRV0SAqiqCGU0MMoIiCF3KoIJfcMjPvH/2kn3p7hqHn6pmJ389fdE9Vd810FT2/qa6qjRsFAkFWVlZdXZ3yebmfgq7ijo6ORhL09PTU9yEAyIuHhkNRVEZGRlxc3JIlS86cOaOOkgDwSXtaDYXbDegOHhrO5cuXu7u7PT09161bN3DgQIqiBALBrFmz/vznP4vF4nPnzilfEgA+aU+roXC7eYOpMYDPz8+nKMrf39/c3JzZaWtrO3LkSLFYTL+qZF6Oybq7uxsaGiwtLY2MjFT29gDUg4eGQ1HU48ePa2pq+vfvb2Fh0dt/eWVKAsAn7Wk1uN2ADuGh4VRUVFAUNXr0aIFAQGYPCgpiXlWyJAB80p5Wg9vNm0yNAXx1dTVFUWPGjGHtp/fU1NQon5djsufPn4vFYqkTdAFoGx4aDkVRMTEx3/+OvJGoqiQAfNKeVoPbDegQHhpOT0+PtbX1iBEjWMn69etHURQ9xFfJkgDwSXtaDW43bzI1joFvaGigKIp+RIRE72lsbFQ+L8dk9BMmlpaWp06dunr16vPnz62trV1cXKKiolxdXRV4awDqw0PD4aEkAHzSnlaD2w3oEB4azieffCI1e0FBAUVRbm5uypcEgE/a02pwu3mTqTGAp6dYlOymMDMzo36vxErm5ZiMruL5+fn5+fkGBgYWFhZVVVVVVVW5ublLly6NjIxU4N0BqAkPDYeHkgDwSXtaDW43oEM01XCKiopOnTpFUdTs2bOVPxoAn7Sn1eB28yZTYwDf0tJCUZTkwoYmJiYURTU1NSmfl2MyuoqbmZmtWbPG39/fwMCgra3t+PHjZ8+ePXz4sJeXl7u7uwJvEEAdeGg4PJQEgE/a02pwuwEdwn/D6erqOnHixOnTp0Ui0cKFC729vZUvCQCftKfV4HbzJlNjAG9mZtbU1NTR0cHa397eTlGUqamp8nk5Jps2bZqfn5+TkxPz1IqpqemyZcsaGxuvX7+enJy8YcMGBd4ggDrw0HB4KAkAn7Sn1eB2AzqE54aTk5Nz6NCh+vp6IyOjZcuWhYWFqaQkAHzSnlaD282bTI0B/MCBA5uamlpbW1n76T30ughK5uWYzMXFxcXFRfIsYWFh169ff/jwIcd3BMADHhoODyUB4JP2tBrcbkCH8NZwWlpa9u/fn5OTQ1FUSEhIdHS0jY2NqkoCwCftaTW43bzJ1BjAW1paUtJGdNCTNMiu4hzzKnMKiqJsbW3p7GKxGOslgpbgoeHwUBIAPmlPq+kNbjeghfhpOC9evPjoo49evnxpZ2e3bt06ybm1lSwJAJ+0p9X0BrebN4Eal5Gjp0ksKipi7af3SP3RSN68XJK1t7enpqampaVJnqW+vp6iKCcnJ9Rv0B48NBweSgLAJy1pNbjdgG7hoeG0t7dv2rTp5cuXY8eO3b17d29xCG43oCu0pNXgdvOGU2MAP23aND09vZs3b3Z1dTE7W1pabt++bWhoOHHiROXzcklmbGycnJyckJDw66+/ss6SlZVFUdTw4cOVfq8AKsNDw+GhJAB80pJWg9sN6BYeGk5GRkZ1dbW/v/8///lPGcODcbsBXaElrQa3mzecGgN4e3t7b2/vxsbGvXv3CoVCiqK6urq2bdvW3d09YcIEskampaWlpqZWVFTIm5dLMj09vYiICIqidu/ezfzo1dXVdezYsUuXLpmbmy9YsEB9HwKAvHhoOCovCYBmaUmrwe0GdAsPDefSpUsURc2aNUssFoukkbckAJqlJa0Gt5s3nJ5YLFbf0Wtra+Pi4pqbm01MTJycnB4+fNjd3T1kyJAdO3aQqyDOnTu3u7t7yZIlUVFR8ublkkwoFH7xxRd5eXkURZmbmxsbG9fV1YnFYnNz83Xr1vn5+anvEwBQAA8Nh7Ro0aKWlpbExEQ7OzvFSgKgcVrSanC7Ad2i1oYjFAqjoqKYKF2Svb19QkKCXCUB0DgtaTW43bzJBJ9++qn6jm5ubj5p0qT29vYXL17U1tZaWVmFhobGxsaamZmRyZKTk4VCoa+vr5eXl7x5uSTT19cfP368g4NDR0dHQ0NDR0eHq6trYGDgRx99hIFVoIV4aDik06dPd3V1zZw5UzKNAkcD0AgtaTW43YBuUWvDefHixU8//ST77DNnzpSrJAAapyWtBrebN5l6e+ABAAAAAAAAQCXUOAYeAAAAAAAAAFQFATwAAAAAAACADkAADwAAAAAAAKADEMADAAAAAAAA6AAE8AAAAAAAAAA6AAE8AAAAAAAAgA5AAA8AAAAAAACgAxDAAwAAAAAAAOgABPAAAAAAAAAAOgABPAAAAAAAAIAOMNB0AQAAAEBn3Lp1q7293cnJydHRUdNlAQAAeOOgBx4AgHrnnXf0pCkrK5Oavrm5WSAQSKbXqpCmq6vrGqGkpESDhbl///7OnTunT58+fPjwAQMGmJqauru7T5gwYdOmTUVFRRos2OzZs8kreOfOHf7LIBaLMzMz165dGxIS4uDgYGZm1r9/f1tbW29v77/+9a+JiYlNTU295b1y5YrUqtsnxYra0dERFBQUEhJy8+ZNLum//fbbPktiYWHh5ub27rvvJiUldXV1KVYwddCGFqQN9ZMjZarxiRMnZNQQfX19KysrV1fXyZMnb9q0iWPdAwD4wxIDALzxwsPDpf6H/Oabb6SmT09Pl5rewcGB55LL8PjxY7Js4eHhGilGRUXFvHnzZN+JAgICbt26pZHizZo1iyzJ7du3eS5Aenq6h4eH7M/HyMgoLi6ura1NMntGRobsvL1RrLTnz5+nKMrAwKC5uZlL+qSkJLlKNXTo0MzMTMXKpnLa0II0Xj85UrIaHz9+XK56EhER8fDhQ/7fJgCANkAPPABAr3JycqTuz8vL47kkOiolJcXb2/t///uf7GT5+fn+/v47duzgp1TaY9euXWFhYeXl5bKTdXZ2fvHFF0FBQQ0NDfwUrDcXLlygKCooKMjCwkIdx6+urp4+fXpmZqY6Dg5qwn81TktLCw4OLi4uVvI4AAC6CAE8AECvEMAr4+jRo3Pnzu3o6OCSWCgUxsXF7dy5U92l0h4XLlyIjY3lnr6oqGju3LnqKw8XFy9epCjqnXfeUd8penp6Fi1a1NnZqb5TgAppqhrX1tbOnDnz1atXyh8KAEC3YBI7AIBe3b9/v66ubvDgweROsVhcUFCgqSLpijt37qxcuVIkEpE7TUxMpk+fPmrUKGNj48rKyvz8fNYA+PXr1wcGBgYFBfFbWM1ghT0mJiYLFy4MCwtzcHDo7u6uqqq6du3a999/39bWxqTJyso6ffr0nDlzejumiYnJ4cOH1VTgBw8e0L2svQ056ZODg8OXX37JbIpEomfPnhUXFx87duz169fM/tra2u+++2758uVKFvgPIDY29r333mM2HRwcNFgYqdRRjW1tbffs2cNsCoXCurq6vLy8s2fPkr/sVFZWrl+/PiEhQaVvCABA62n6GX4AAM1jBSSGhobM32fOnGElJueRIlNSWjMG/unTp/n5+SkpKWTZAgIC8vPz8/Pznz17xkMZ3n77bdbtZtGiRfX19axkZ8+eNTc3J5P5+fmJRCIeSkjT1Bhj1i8XZmZmN2/elEz27NkzT09PMmVUVBSZgDUG3tLSUn1l/vrrrymKsrOz436BWGPgR40aJTVZaWmpqakpmXLOnDmqK7jctKEF6QRVVWPWGHh3d3epp3vw4IGPjw+ZUl9f/9GjR+p4awAAWguP0AMAsPn5+TF/Sz5FTz4/T6aULSsra82aNb6+vjY2NoaGhvb29v7+/uvXr8/Nze0ti7e3NzkVMz1B98WLF6OiooYNG2ZsbOzh4REZGbljxw7Wc6QJCQkBAQGzZ88md+bn5wcEBAQEBJw8eVLyXBUVFRs3bhw7dqydnZ2xsfGIESNmzJixZ88est+Mu8zMTNZM0StXrvzuu+8GDRrEShkZGXnixAlyT2Fh4Y0bN1jJWltbDx06tHDhwpCQEEdHR2NjYxcXl/Hjxy9atCg9PV0sFkuWQeqn9/Dhw+joaFdXV8nfF/qkwBWUgTWleWRkpL+/v2QyW1vbH3/8kdyj2OlUgh4AHx4ervAk9r0ZOXLk3//+d3LP3bt3paZU+CoIhcLU1NTly5dPmTJl2LBhJiYmw4cPDw8PX7VqVUZGBqsK8dCCONZP7rPQq+o/jFxthOdq7Orqmp6ePnDgQGaPSCQ6cOCAAocCANBhmv4FAQBA81g98LGxsUyIEhQUxEq8bNkyJuX69evJjFJ74MvKysaPHy/j/3BoaOjjx48lM44aNYpM1tra2ttDxc7Oznfu3GEyfvLJJzJO9/XXX5Nn6enpiYuL69evn9TEAwcO3Ldvn7yfJyvycXNz6+jokJGe9fn85z//IV9NS0uzs7OT8Y68vLyys7Nlf3qdnZ0ZGRlGRkb0pq+vL52MSw+8wldQBro3m7Fs2TIZiadOner/u3HjxpEd4Lz1wHd2dpqYmFAUdeLECe65OPbAiyX6YG1sbFgJlLkKJSUlvr6+MvK+/fbb5KXnoQVpQ/3kWAYZVFWNOfbA07Zv304m1pLnngAAeIMAHgCAHcBv2bKF+Wrbv3//zs5OMrGXlxf9kqGhIet7p+RXyZ9//tnS0lLGd2uajY3Nr7/+ysrL+nrN6qJk8fDwYMrJPfzo6elhRQhSffzxx9w/TKFQyHrLff4EcOnSpRjCsWPHmJcuX77cW2hEMjU1vX//voxPr7i4mI4/adwDJGWuoAz0emwMKyur4uJi7tkZvAXwly9fpihKIBC8fPmSey7uATyrh9bZ2Zl8VZmrcO/ePclHPyRZWVmVlJTQWXhoQdpQPzmWQQZVVWO5AvinT5+yngGprKxU4KQAADoKATwAgJQAfuXKlcwm2bvb2NjIfHcMDAw8c+YMmZEVwFdVVbEmwKOxRs7Thg0b1tDQQGZnfb3uE2vVei6rWP/rX/9iHcTZ2Tk4OFgy4Pnvf//L8cMsLCxk5VV4kKpIJHJxcWEdTV9f38LCQvIp7oULF8r49FiXmGOApOQVlOHJkyes7P369XvvvfdOnDghVzTCWwC/bt06iqICAwPlysU9gI+PjydTkidS8ipMnTqVlWbw4MHu7u6syRcoivLz8yMzqrUFaUP95FgGGVRVjeUK4MVisa2tLZlerqdCAAB0HcbAAwBIERwczPxNDoPPz88X/z5clkwjVXx8fF1dHbOpr6+/efPmioqKzs7OsrKyuLg4MvGTJ0+2bNki+4AeHh4HDx4sKCjIzc399NNPmYddJcvJRU1NzebNm5lNa2vrjIyMR48eZWdn19XV7dmzRyAQMK9u2rSpubmZy2EfPHhAbvbr18/R0VGugjGKi4sfPXrEbHp6eubk5Lx+/bq5ubm9vf3w4cNk5zy9wllvmFcHDBjg7u7OcRlzlV9BhpOTE2sxttevXx8/fnz+/PlOTk729vZhYWGxsbFJSUmsYcayNTU16XFAj3aWi1oXkLt3796+ffvIPWTjUuYqVFZWXrlyhdkcOnRoQUHBixcvysvLW1parl27Rs7rXlhYyJq7QTYVtiBtqJ8KlEFN1bhPQ4cOJTerqqpUeHAAAG2n6V8QAAA0T7IHnowbIyMjmZQbN25k9qekpMjogX/69KmBwf9bqvPkyZOs87KmXzIzM2tubmZeZfWP+fv7sx7m37t3L5mANVy/z/5D8r1QFHX06FFWgtWrV5MJPv/8cy4f5v79+8lcbm5uXHJJxXqDFy5cYCVgLThHfj6Szy8sWrRIciSwjB5O5a+gbHV1dWPHjqU4GDJkyNKlS7OysiQPwuqB54hVkfrEdLTeuHFDroysHnhHR8eThOTk5H379i1fvrx///6sEubl5dFHUPIqsJ7xlhyk/cMPP5AJyH5ytbYgbaifHMsgm0qqsbw98DNmzCDTb9iwQa4yAwDoNATwAABSAnixWMx08lhbWzMpQ0NDmWTPnz+XEcAfPHiQfGnKlCmS5xWJRKzv0KmpqcyrrJeuXLnCyv7y5UsygZ2dHflqn+HH6NGjmVfNzc2FQiErQVlZWZ9vQdK///1vMtfEiRO55JLqt99+O0NgzYT3+PFj1ujf1tZW5lXWpzdjxgypp5ARICl/BfskEomOHDnC/QmFxYsXs5bi4yeAp5fatra2lqwksrECeI5CQ0OZIyh5FS5dukTuNzc337x5Mzmmo62t7TcCuUScWluQNtRPjmXok/LVWN4APjo6mky/evVqxUoOAKCL/t9vtwAAwAgODk5OTqYoqr6+/v79+56eniKRqKCggH7V3d3dxsZGRnbWA+1SJ5DX09OLiYn58MMPmT3Z2dmsziUGGS3QBg4caGpqyqxT1dPT08dbIrS1tRUXFzObbm5ukg8Pi0QiY2Pjjo4OepPuFO1zCTHW0GLWrwxy8fHxIZd9FgqF5eXlpaWld+/eLSoqOnfuXGtrK8dD/eMf/5D37Cq/glKzR0dHR0dHl5aWZmZmXr16tbCwkBU3ko4ePVpdXa1Y0K4MegG5sLAwfX21j7yzsbE5fPgws6nkVfD29tbX1xeJRPT+V69ebdy4cePGjR4eHtOmTQsNDZ08eTJraXGOVNuCtKF+KlAG5iw8V2PWf5UBAwYofCgAAJ2DAB4AQLqQkBA6gKcoKicnx9PTs7S0tKWlhd7T5wD4Z8+ekZuenp5Sk7H219bW9nZAcoJoBpcZ2qWqrq4WCoXM5m+//RYQECA7S0dHR3Nzc59TXrOm7yIHIyimubk5KSkpPT392rVr7e3tih1k+PDh8mZR+RWUwcvLy8vLi37iuqWlpaSkpLCwMDs7++rVq+QgZ4qirly5kpSUxOqBZJiYmJDRb2/kqjavX7+mh5GraQA8ydvbOyUlhRyXruRVsLOzW7NmzVdffcVKX15eXl5evn//foFA4O/vP2PGjPfff3/IkCHci6raFqQN9VOBMrCoqhr3qaamhtwkV4YHAPjDQwAPACAdax67pUuX5uXlSX1VqqamJnKzt9iAjFUoimpsbJS7oAppaGhQLFefATxr3vi2trb6+npra2sFTkdR1MWLF2NiYqqrq1n7nZycwsPDc3Nzb9++zeU4XJbaYtHUFbSwsAgODg4ODl6zZk13d3dSUtLatWs7OzuZBGlpab1FPoaGhvPnz1eyACw5OTmvXr3S09ObPn26ao9M69ev3+DBg/39/efNm7dgwQJy4jdKFVfhyy+/tLW13bVrFyuGpAmFwoKCgoKCgs8++2z79u30ZPtcqLYFaUP9VKAMMihTjfvE+ofAmtMOAOCPDbPQAwBI5+PjY2ZmRv9NP60qVwDPeqqT1WXEYHWISS5tpSasMIkjLh3gY8aMYT43WlZWluws27ZtI+dIX7BgAb2/oqJi9uzZzJd1Q0PD5cuX//TTT7W1tU+ePElISHByclLgXXCkDVfQ0NDwgw8+YHUg3717V4Wn6BM9Obm/v7/UFcvkInUZue7u7urq6rNnzy5atEiyWip/FQQCQXx8fE1NzYULF1asWNHbUO2enp7Y2FjWcvQyqK8FcaQN9ZMj1Vbj2tra58+fk3sCAwMVLxwAgK5BAA8AIJ1AIGCeiS0rK3v58iUTwFtZWY0cOVJ2djs7O3KzvLxcarJ79+7JyKU+rC7x+fPnc5k3hcvS9AYGBhMmTCD3sCaTl0QPsWYwj/Ju2LCB6bLT09O7fPlyYmLizJkzmU9JsmdehdR6BX18fMjfLNLS0mQkZnV98/aYBo0O4FkTPfJGVVfBwMAgPDz8wIEDlZWVxcXF27ZtCwkJkQzCd+3axbFg6mtBHGnDfxiNVOMff/xR/PtanhRFDR06VK0/5AEAaBsE8AAAvQoJCWH+PnfuHPNVODAwsM+53Fhd9N98841kGrFYfOjQIXIPb11JTk5OZA8es06YSvztb38jN7Ozs1mrfJPOnj2bnZ1N7mG+6P/yyy/MTmdnZ9bvAh0dHRUVFSoobi/UegVZ441PnTolIzHrbfL5wHBNTU1RURGluQBeyavQTGCmPPT29o6Pj//5559rampYi6WXlpZyLJhaWxAX2vAfhv9qXF9fz1rnYuHChQocBwBAdyGABwDoFRnA79y5k+n26fP5eYqiwsPDyf69jIwM1ppzFEUlJibS0RHNyMhoypQpSpW4d69fvyY3BQLB5MmTmc2bN29KBsONjY3h4eGTf8cKy2WIiIjw8vIi93z44Yfbt2+XnCf/9OnTixcvJvvTPD096dXdxWLx06dPycKwsu/Zs4eZgV8d1HoFWTOBHzlypLffOOrr61lB5qRJk7icQiXS09MpirKysho3bhxvJyUpeRVcXV0tf+fi4kJOO0dRlI2Nzfbt28lpFyVXpGfw2YK40Ib/MDxX4ydPnoSHh5NzGejr66v2UwUA0H6YxA4AoFfjxo0TCAT0l/6SkhJmP5cA3tHR8d133yWH1M6dO3fLli1/+ctfnJycHj58mJiYuH37djLL8uXLVTidMuvx4AcPHrCWsFq9ejXzjV8oFE6dOjU5OZmJ0yoqKpYsWZKbm8ukX7VqFcdT6+npJSUlBQcHMzGPSCSKj4/fv3//nDlzPDw8xGLxgwcPrl27VlhYyMq7e/du5iAuLi7Mg8FNTU0ffPDBzp07raysXrx4kZCQsHnzZo7lUYxar2BUVFR8fDw5PnnNmjUHDx58//33PTw8hgwZ0t3dXVNTc/Xq1e+//56cL00gECxZsqS3w3Z3d8vuBWUMGzbM39+/z2T06IbQ0FDFhnwrT8mr4OPjw0zBUF9fv3Tp0q1btzLD4BsbG/fu3UuuSUb+TqHBFsSFxv/DUGqrxq2trWQ1FgqF9AimU6dOsSYRiImJcXZ2VuE7AgDQAVyGbAEA/LGxHg/esmUL85Kfnx/r36aBgUFbWxv9KqvLy8HBgTxsZWUla001mtQF4RwdHevq6sjsrOGynZ2dkiUnJ462trYmX+rp6TE0NCSP4O3tPXPmzJSUFCaN5IrQ9vb2U6ZM8fb2Zo0RGD9+vEgkkutTlfHYfG/Wrl1LHkHqhOoyZuF69uyZXJ+eWCyeNWsWmez27dvkq0peQdlSUlL6HIghKT4+njyIwotpR0dH91nCnp4euoIdOXKE+/siJSUlkSeVOoldn5S5Cj/88AMrgb6+vr29vZeXl5OTk+SvEufOnSPfvvpakDbUT45lkE0l1fj48ePyHoGiKGdn55aWFgXKDACg0/AIPQCALJKd7aNHj5b6/ViSo6PjqVOnLCwsWPslZ6IePHjwmTNnFF5rTSqBQDB69GhyT0lJSWpqKjnx27fffvunP/2JTFNbW5uZmVlSUiImHmufMmXK+fPn5f2avnr16iNHjhgYcHrUS09Pb926dUz3O+3TTz81MjJipXz16hX9x6BBg9566y3ypT6nu5eXWq/grFmzEhMT5erZXrFixeeff849vZLy8/PptcrCwsJ4O6kkZa7CggULoqKiyDQikai2tra0tLSyspL1RH1MTExERASzqfEW1CfN/oehaaoaDxkyJDU1VSOT6gMAaBYCeAAAWchh8DQuz88zJk6cmJeXx8xmL9W0adNu3rw5ZswYRcon01dffSX7i/XAgQOzs7NZEQ7JzMxs/fr158+fZ60Mx1F0dHRhYWGf64f7+vqmp6fv3LmTFeGMGDHiwIEDUn8u8fX1zc3NZQ3MXrVqlWKrc8ug1isYExNTUFAg++A0Nze306dPHzhwQOVBoAz0/PO+vr729va8nVQqZa7CiRMnNmzYIGNwO0VRBgYGH3/8cUJCAmu/xltQnzT7H4bGfzWeMWNGbm6uCqf0BwDQIRgDDwAgi2S4LlcAT1GUl5dXXl5eRkZGSkrK9evXa2trW1paLC0thw4dOmnSpHnz5tFztqlDQEBAUVHRZ599duvWraqqqsGDB7u5uXl4eJBpLC0tT548eePGjWPHjmVmZlZXV3d2drq4uLi7uwcGBq5YscLKykqZMrz11lvp6em3bt1KTU3NyMioqqp6/vy5WCweNGiQs7NzcHBwRETE+PHje8u+ZMmSCRMmbN269datW2VlZWZmZj4+PgsXLqTXDB8/fvzBgweZxA0NDXV1daod5Uup+Qr6+fnl5eUVFxefPHnyl19+uXv3bmNjY2trq4mJiaWlpbu7u5+fX0RExMSJ4aKPpgAAAVZJREFUE/kM3WmaXUCOReGrIBAItm7dunr16pMnT+bk5NT8zsTEZNiwYU5OTr6+vosXL3ZxcZHMqw0tqE8a/A/DUGs11tPTs7CwoKchnDBhQmRkpOTIJgCAN4ce+YgXAAAAAAAAAGgnPEIPAAAAAAAAoAMQwAMAAAAAAADoAATwAAAAAAAAADoAATwAAAAAAACADkAADwAAAAAAAKADEMADAAAAAAAA6AAE8AAAAAAAAAA6AAE8AAAAAAAAgA5AAA8AAAAAAACgAxDAAwAAAAAAAOgABPAAAAAAAAAAOgABPAAAAAAAAIAOQAAPAAAAAAAAoAMQwAMAAAAAAADoAATwAAAAAAAAADoAATwAAAAAAACADkAADwAAAAAAAKADEMADAAAAAAAA6AAE8AAAAAAAAAA6AAE8AAAAAAAAgA5AAA8AAAAAAACgAxDAAwAAAAAAAOiA/wPkOOM9BBjoHwAAAABJRU5ErkJggg==" width="672" /></p>
</div>
</div>
<div id="diagnostics-for-naive-hierarchical-model" class="section level1">
<h1>Diagnostics for Naive Hierarchical Model</h1>
<div id="r-hat-1" class="section level2">
<h2>R-hat</h2>
<p><img 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" width="672" /></p>
<p>All R-hats are below 1.05.</p>
</div>
<div id="effective-sample-size-to-total-sample-size-1" class="section level2">
<h2>Effective Sample Size to Total Sample Size</h2>
<p><img 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" width="672" /></p>
</div>
<div id="bulk-and-tail-ess-1" class="section level2">
<h2>Bulk and Tail ESS</h2>
<p><img src="data:image/png;base64,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" 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" width="672" /></p>
<p>Some ESS-to-TSS ratios below 0.5 but effective and tail samples sizes
are sufficient. The minimum bulk effective sample size is 1197.3848121.
The minimum tail effective sample size 1165.3044601. All have an
effective sample size of at least 400 which is the minimum sufficient
for a stable estimate of Monte Carlo standard error per Vehtari et
al. (2020).</p>
</div>
<div id="mc-standard-error-to-posterior-standard-deviation-1" class="section level2">
<h2>MC Standard Error to Posterior Standard Deviation</h2>
<p><img 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width="672" /></p>
</div>
</div>
<div id="diagnostics-for-informed-model-standard-deviation" class="section level1">
<h1>Diagnostics for Informed Model (Standard Deviation)</h1>
<div id="r-hat-2" class="section level2">
<h2>R-hat</h2>
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" width="672" /></p>
</div>
<div id="effective-sample-size-to-total-sample-size-2" class="section level2">
<h2>Effective Sample Size to Total Sample Size</h2>
<p><img 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" width="672" /></p>
</div>
<div id="bulk-and-tail-ess-2" class="section level2">
<h2>Bulk and Tail ESS</h2>
<p><img src="data:image/png;base64,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" 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" width="672" /></p>
<p>Some ESS-to-TSS ratios below 0.5 but effective and tail samples sizes
are sufficient. The minimum bulk effective sample size is 1552.5813038.
The minimum tail effective sample size 3363.985521. All have an
effective sample size of at least 400 which is the minimum sufficient
for a stable estimate of Monte Carlo standard error per Vehtari et
al. (2020).</p>
</div>
<div id="mc-standard-error-to-posterior-standard-deviation-2" class="section level2">
<h2>MC Standard Error to Posterior Standard Deviation</h2>
<p><img 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" width="672" /></p>
</div>
</div>
<div id="diagnostics-for-naive-model" class="section level1">
<h1>Diagnostics for Naive Model</h1>
<div id="r-hat-3" class="section level2">
<h2>R-hat</h2>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p>All R-hats are below 1.05.</p>
</div>
<div id="effective-sample-size-to-total-sample-size-3" class="section level2">
<h2>Effective Sample Size to Total Sample Size</h2>
<p><img 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" width="672" /></p>
</div>
<div id="bulk-and-tail-ess-3" class="section level2">
<h2>Bulk and Tail ESS</h2>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABUAAAAPACAIAAAB7BESOAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nOzdf5xVdZ0/8M+dGYZfw68RFPAnjpmglCIP/QalfQWzzUxMQtdfZVKPtkTNTSM0dG1d1n6Z0G5mae5qbgi5RbXbrpDbCq4+AMsfgNsD0VJBxWF+MDC/7/n+cXGaLyDc4d7h3s/c5/Mfzpz7mc/nPZx7z72vez7nnFSSJAEAAAAobmWFLgAAAADYPwEeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAAREOABAAAgAhWFLmD/nn766V/84hevvvpqQ0PDmDFj3v3ud1900UWHHHLIbs0aGxsXL1781FNPNTY21tTUTJw48YILLhg4cOCBNQMAAICikiry+8Dff//9jzzySAihoqJi5MiRW7du7ezsHDBgwG233XbCCSd0NXvjjTfmzp1bW1sbQhg2bFhDQ0MI4cgjj1ywYMHQoUN72gwAAACKTVFPof/DH/7wr//6rwMGDJg7d+7ixYvvueeeBx988P3vf39LS8udd97Z2dnZ1XLhwoW1tbUnnnjifffd98ADD9x9991HHnnkK6+8ct9993XvMMtmAAAAUGyKOsA/+uijSZKcf/75U6ZM6devXwhh8ODB11xzzaBBg7Zs2fLqq69mmr3wwgvPPfdcVVXVvHnzRo4cGUIYO3bs/Pnzy8vLH3vssa1bt/aoGQAAABShog7wf/rTn0II73rXu7qvHDBgwBFHHBFC6ArwTz75ZAhh8uTJQ4YM6Wp22GGHjR8/PkmSzKPZNwMAAIAiVNQXsbvwwgtbW1tPPPHE7iuTJNmyZUsIYfjw4Zk1r732Wghh0qRJu/36pEmTnn/++c2bN/eoGQAAABShog7wp5122m5rtm/f/sADD2zfvv3oo4+eMGFCZuW2bdtCCJlZ8d1l1tTV1fWoGQAAABShog7w3d1+++3PPvtsc3NzCOGUU0655pprUqlU5qHMVeW7T4zPqKqqCm/n9uybdfe73/3uM5/5zJ7rv/SlL3WN3gckSZJOp0MI5eXlha6FA9fZ2WkLRi1zYc5UKlVWVtQnN7EP6XQ6lUr1pTeIUpNOp5Mk8TKMWuYjjS0Yr8zLMPhcGjmfS3tk8uTJNTU1WTaOJsC3tLT069cvE+Dr6+tfffXVrlvBNzY2hhD2vJf7oEGDMo171Cwbd999d1NT0wH8FQAAANDly1/+ch8M8F/72tdCCM3Nzf/+7//+T//0T7feeuvf/d3fjR8/PoRQVVVVX1+fyfbd7dy5M4QwePDgzI9ZNuuuf//+hx9++J7rGxoarrjiissvvzzXv6o4dH3TWVZW5sBRpDLTKGzBeHVNhHHoL2qOwMeu6w61DhzFK0mSJEnsSONlZmgfkNmItmA22tvbP/KRj/Tok0M0AT5j4MCBH//4x7du3fqrX/1q2bJlmQBfXV1dX1+/5yHxzJrq6urMj1k2627ChAk///nP91x/1llnDRw4cMSIETn/QUVhx44dme81qqqqKisrC10OB6Kjo6O+vn7IkCGZGy4Snfb29oaGhhBC//79M+f1EKO6urrKysq9fiNMFGprazPZr8+8xZegHTt2tLW12YLxampqamlpCSEMGTKkoiKyqEJG5lPN0KFDZfj9amtrCyH06KlevF9Pbt++/Yknnvjd736350Pvec97Qghd143PXI5+z5PYM9el60rmWTYDAACAIlS8Ab65ufnv//7vFyxYkJnd3V1ra2sIYejQoZkfMycMPPPMM7s1y6wZN25cj5oBAABAESreAD9q1KihQ4e2tLTsGblXr14dQjj22GMzP06fPj2VSq1evToT7DMaGxuff/75ysrKM888s0fN2KulS5fOmjVr1qxZK1euLHQtAAAApah4A3wqlTrnnHNCCN/97nfXrVuXWdnW1vbjH//48ccfHzBgwF/8xV9kVo4ZM2bixIl1dXULFy7MXH6mtbV1wYIFbW1tZ5xxRte5iFk2Y6/Wr1+/ZMmSJUuW/OlPfyp0LQAAAKWoqK8McfHFF69bt279+vVf+cpXBg0aNGTIkK1bt6bT6f79+8+ZM2f06NFdLb/whS/ceOONjz/++Nq1a4866qhNmza1tbWNHTv2yiuv7N5hls0AAACg2BR1gO/Xr9/tt9/+b//2b7/97W83b97c0NAwbty44447btasWaNGjerecsyYMXfddddDDz20Zs2ajRs3VldXT5ky5eKLL87c472nzQAAAKDYFHWADyGUl5efd95555133n5bVldXX3311flqBgAAAEWleM+BBwAAALoI8AAAABABAR4AAAAiIMADAABABAR4AAAAiIAADwAAABEo9tvIUSSOPfbY6dOnhxBGjx5d6FoAAABKkQBPVi677LLLLrus0FUAAACULlPoAQAAIAICPAAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAAREOABAAAgAgI8AAAARECAJyuLFi2qqampqalZtmxZoWsBAAAoRRWFLoA41NXVbdq0KYTQ1NRU6FoAAABKkSPwAAAAEAEBHgAAACIgwAMAAEAEBHgAAACIgAAPAAAAERDgAQAAIAICPAAAAETAfeABesUTTzwxb968LBsnSdLR0RFCKCsrKy8vz/K3PvjBD956660HVh4AANER4AF6xVtvvfXb3/62V4cYNWpUr/YPAEBREeDJyrRp0/r37x9COPnkkwtdCwAAQCkS4MnK1KlTp06dWugqIEpHn/35d13w1X23SZKkM90ZQigrKytL7efqJE2bX3jyb/9v3uoDACASAjxA7yrvP7j/8NH7bpMkSWfn2wG+bD8Bvm371rwVBwBAPFyFHgAAACIgwAMAAEAEBHgAAACIgAAPAAAAERDgAQAAIAICPAAAAERAgAcAAIAICPAAAAAQgYpCF0Ac6urq6urqQgiHHnpoVVVVocsBAAAoOY7Ak5VFixbV1NTU1NQsW7as0LUAAACUIgEeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAAREOABAAAgAgI8AAAARECABwAAgAgI8AAAABABAR4AAAAiIMADAABABCoKXQBxuPzyy6dMmRJCOOmkkwpdCwAAQCkS4MnKuHHjxo0bV+gqAAAASpcAD5S03//+9//1X//VGz0///zzmYX29rbe6B8AgFIjwAMl7be//e0Xv/jFXh2itaW1V/sHAKBEuIgdAAAARMAReIAQQhg75S+rTzgjjx2+uXbZm8/8ex47BACgxAnwACGEUH3CB46e/rk8dtiy7VUBHgCAPDKFHgAAACIgwAMAAEAEBHgAAACIgAAPAAAAEXARO7Ly9NNPr1mzJoRw1llnHXfccYUuBwAAoOQI8GTll7/85S233BJC+PGPfyzAAwAAHHym0AMAAEAEBHgAAACIgAAPAAAAERDgAQAAIAICPAAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQAQEeAAAAIiAAE9W5s+fnyRJkiSXXHJJoWsBAAAoRQI8AAAARECABwAAgAgI8AAAABABAR4AAAAiIMADAABABAR4AAAAiIAADwAAABEQ4AEAACACAjwAAABEQIAHAACACFQUugDi8Ktf/WrZsmUhhKuuuuq0004rdDkAAAAlR4AnK2vXrr3nnntCCGeeeaYADwAAcPCZQg8AAAAREOABAAAgAgI8AAAARECABwAAgAgI8AAAABABAR4AAAAiIMADAABABAR4AAAAiIAADwAAABGoKHQBxGHs2LGnnnpqCKG6urrQtQAAAJQiAZ6szJ49e/bs2YWuAgAAoHSZQg8AAAAREOABAAAgAgI8AAAARECABwAAgAi4iB0Au6TT6RUrVvTqEP369fvgBz/Yq0MAAPRVAjwAuzQ3N3/oQx/q1SFGjBixbdu2Xh0CAKCvMoUeAAAAIuAIPAC7qxw6auz/uSi/fb7yX/d2tjXnt08AgJIiwAOwu4GHHHnipxblt8/NTy4W4AEAcmEKPQAAAERAgCcrixYtqqmpqampWbZsWaFrAQAAKEWm0JOVurq6TZs2hRCampoKXQsAAEApcgQeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAAREOABAAAgAgI8AAAARECABwAAgAgI8AAAABABAR4AAAAiUFHoAojD1KlTv/zlL4cQJkyYUOhaAAAASpEAT1amTZs2bdq0QlcBAABQukyhBwAAgAgI8AAAABABAR4AAAAiIMADAABABFzE7kAkSdLS0tLQ0FDoQvKjs7Mzs7Bjx47m5ubCFsOBSZIkhLBjx45UKlXoWiLT0tKSWUin012vhbxI0uldC91eZfuVTqczW3MfOjt39dze3p7fHdHOnTszC0mS5Pd/I4QQkl0995md557S6XRra2tHR0ehC+EAZV59fftZ2ud1dnbaglHrevdpamryqSZSmX3p9u3bbcH9amtrCyH06JODI/AAAAAQAUfgD0QqlRowYMCwYcMKXUh+dB14Hzx4cGVlZaHL4UB0dHTU19cPHjy4X79+ha4lMgMGDMgslJWVlZeX57HnVNmub0hTIey3564j3mVlZWVl+/lqtbx8V4N+/frld0dUUbHrTSGVSuX3fyOEEFK7eu4zO8891dXVVVZWDh48uNCFcIBqa2uTJOnbz9I+b8eOHW1tbbZgvJqamjKT46qqqrrelYhLZobgkCFD8v9Zos/JHIHv0VPdEXgAAACIgAAPAAAAETAvhay0tLSYZg8AAFBAjsCTla9//evV1dXV1dVLly4tdC0AAAClSIAHAACACAjwAAAAEAEBHgAAACIgwAMAAEAEBHgAAACIgAAPAAAAERDgAQAAIAICPAAAAERAgAcAAIAICPAAAAAQgYpCF0AcZs6cOX78+BDC6aefXuhaAAAASpEAT1YmTJgwYcKEQlcBAABQukyhBwAAgAgI8AAAABABAR4AAAAiIMADAABABAR4AAAAiIAADwAAABEQ4AEAACACAjwAAABEQIAHAACACFQUugDisH79+nXr1oUQTj/99KOOOqrQ5QAAAJQcR+DJytKlS2fNmjVr1qyVK1cWuhYAAIBSJMADAABABAR4AAAAiIAADwAAABEQ4AEAACACAjwAAABEQIAHAACACAjwAAAAEIGKQhcAQM+kO9oyCw0NDc8991wee25ubt41RDrJY7cAAOSFAA8Qmea3/phZePTRR9/znvf0xhBtba290S0AALkwhR4AAAAi4Ag8WbnxxhvnzJkTQhg8eHChawF2qRg6etT49+exw3RH2xtrl+WxQwAA8kiAJysDBgwYMGBAoasA/j+Djjxl0rVL8thha8ObAjwAQNEyhR4AAAAiIMADAABABAR4AAAAiIAADwAAABEQ4AEAACACAjwAAABEQIAHAACACAjwAAAAEAEBHgAAACJQUegCiMOKFSseffTREMLFF1988sknF7ocAACAkiPAk5VVq1bdcccdIYT3vOc9AjwAAMDBZwo9AAAARECABwAAgAgI8AAAABABAR4AAAAiIMADAABABAR4AAAAiIAADwAAABEQ4AEAACACAjwAAABEoKLQBRCHsWPHnnrqqSGE6urqQtcCAABQigR4sjJ79uzZs2cXugoAAIDSZQo9AAAARECABwAAgAgI8AAAABABAR4AAAAiIMADAABABAR4AAAAiIAADwAAABEQ4AEAACACAjwAAABEQIAHAACACAjwZOWHP/zh5MmTJ0+e/Otf/7rQtQAAAJSiikIXQBw2b968du3aEMK2bdsKXQsAAEApcgQeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAAREOABAAAgAgI8AAAARECABwAAgAgI8AAAABABAR4AAAAiUFHoAojDqaee+tnPfjaEcNxxxxW6FgAAgFIkwJOVc88999xzzy10FQAAAKXLFHoAAACIgAAPAAAAERDgAQAAIAICPAAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAAREODJym233ZZKpVKp1EMPPVToWgAAAEqRAA8AAAAREOABAAAgAgI8AAAARECABwAAgAgI8AAAABABAR4AAAAiIMADAABABAR4AAAAiIAADwAAABEQ4AEAACACFYUugDjMnDlz/PjxIYTTTz+90LUAAACUIgGerEyYMGHChAmFrgIAAKB0mUIPAAAAERDgAQAAIAICPAAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAARqCh0AcThpZdeevHFF0MIJ5100ujRowtdDgAAQMlxBJ6sPPDAA2efffbZZ5/9m9/8ptC1AAAAlCIBHgAAACIgwAMAAEAEBHgAAACIgAAPAAAAERDgAQAAIAICPAAAAERAgAcAAIAICPAAAAAQgYpCF7B/L7/88s9+9rPnnnuuvr7+kEMOOeqooy688MLx48fv1qyxsXHx4sVPPfVUY2NjTU3NxIkTL7jggoEDBx5YMwAAACgqxR7gV65c+a1vfauzszOEcOihh27btu31119fvXr1RRdddMkll3Q1e+ONN+bOnVtbWxtCGDZs2Lp169atW7dq1aoFCxYMHTq0p80AAACg2BT1FPqGhobvfOc7nZ2dH/jAB+6///4f/vCHixcv/vSnPx1CWLx48bPPPtvVcuHChbW1tSeeeOJ99933wAMP3H333UceeeQrr7xy3333de8wy2bsac6cOS+++OKLL774sY99rNC1AAAAlKKiDvCPPvpoW1vb8ccff/3111dXV4cQysvLZ8yYcf755ydJ8stf/jLT7IUXXnjuueeqqqrmzZs3cuTIEMLYsWPnz59fXl7+2GOPbd26tUfN2KsRI0Yce+yxxx57bFVVVaFrAQAAKEVFHeA3btwYQjjllFPKy8u7r58yZUrXoyGEJ598MoQwefLkIUOGdLU57LDDxo8fnyRJ5tHsmwEAAEARKuoA39HRMXLkyBNOOGG39f369QshZE6MDyG89tprIYRJkybt1iyzZvPmzT1qBgAAAEWoqC9id/PNN+91/VNPPRVCqKmpyfy4bdu2EEJmVnx3mTV1dXU9agYAAABFqKgD/F4988wzP/3pT0MIF1xwQWZN5qry3SfGZ2TO1s7k9uybdbd+/fqvfOUre65Pp9PNzc19JvOn0+nMQlNTUyqVKmwxHJgkSUII27dvtwV7aufOnZmFdDrdNa8nL5K3X1lJtxlD79g4SbrK6Fp+J+nOrp6T/Nac7tZbfnsOIYQkhBCSJOkzO889pdPp1tbWtra2QhfCAcq8+tLpdB9+lvZ5SZL07f1Mn9f1Jrh9+/bCVsIBy2zExsbGQhcSgfb29hBCR0dH9r8SU4BvbW1dvHjxI488kk6nL7300okTJ2bWZ54ce97LfdCgQSGE+vr6HjXbbcTMxPvdVFVVJUmePzcXg64kT6RswQPw57SchP0m5571vNdRelTSO/b85wZ5rvnt3pJ8/2901/d2nt313v8bB1PffpaWAluwD7ARY2cLZiPzv9SjDw/RBPhVq1bde++9b7311oABA6666qpzzjmn66Gqqqr6+vrm5ubdfiVzYG3w4ME9agYAAABFKIIA39jY+L3vfW/VqlUhhPe///2f+tSnDj300O4Nqqur6+vrm5qadvvFzJrM/eeyb9bdKaecsmbNmj3Xn3XWWYMGDdrzdPpI7dixI/O9xtChQysrKwtdDgeio6Ojvr5+2LBhmUs8kr2uL+/KyssqKvK5Sywr23WV0FQI++25a1JPWVlZ1y++k64bc6RCKr81d77dWyq1/5p7LJXpOdVndp57qqurq6ys9I1wvGpra5MkKSsr2+unAqKwY8eOtra2ESNGFLoQDlBTU1NLS0sIYfjw4fl/J+KgaG9vb2hoGDFixG63EmNPmdPuevQBvthfFW+++eaXv/zl2tra0aNHX3/99XtekT6EMHz48LC3k9gzpz91vQdn2QwAAACKUFHfRm7nzp233HJLbW3taaedduedd+41vYe3L0f/zDPP7LY+s2bcuHE9agYAAABFqKgD/PLly1977bXJkyffdNNN+5iROH369FQqtXr16tbW1q6VjY2Nzz//fGVl5ZlnntmjZuzVihUr5s6dO3fu3N///veFrgUAAKAUFXWA/8///M8QwowZM5IkSe9NptmYMWMmTpxYV1e3cOHCzEmkra2tCxYsaGtrO+OMM7qSf5bN2KtVq1bdcccdd9xxx/r16wtdCwAAQCkq3nPgOzs7X3311RDCzTffvNcGY8aM+f73v59Z/sIXvnDjjTc+/vjja9euPeqoozZt2tTW1jZ27Ngrr7yy+69k2QwAAACKTfEegd+6dWv2N7UeM2bMXXfd9aEPfWjAgAEbN24cPnz4jBkzvv3tbw8ZMuQAmgEAAECxKd4j8KNHj162bFn27aurq6+++up8NQMAAICiUrxH4AEAAIAuAjwAAABEQIAHAACACAjwAAAAEAEBHgAAACIgwAMAAEAEivc2chSVESNGHHvssSGEqqqqQtcCAABQigR4sjJnzpw5c+YUugoAAIDSZQo9AAAARECABwAAgAgI8AAAABABAR4AAAAiIMADAABABAR4AAAAiIAADwAAABEQ4AEAACACAjwAAABEQIAHAACACAjwZOXBBx88++yzzz777N/85jeFrgUAAKAUCfBkZdOmTcuXL1++fPnrr79e6FoAAABKkQAPAAAAERDgAQAAIAICPAAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAARqCh0AcRhwoQJn/jEJ0IIRx11VKFrAQAAKEUCPFmZOXPmzJkzC10FAABA6TKFHgAAACIgwAMAAEAEBHgAAACIgAAPAAAAERDgAQAAIAICPAAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQAQEeLJy2223pVKpVCr10EMPFboWAACAUiTAAwAAQAQEeAAAAIiAAA8AAAAREOABAAAgAgI8AAAARECABwAAgAgI8AAAABABAR4AAAAiIMADAABABAR4AAAAiEBFoQsgDh/96EdHjx4dQjjttNMKXQsAAEApEuDJyqRJkyZNmlToKgAAAEqXKfQAAAAQAQEeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAAREOABAAAgAgI8AAAARECABwAAgAgI8AAAABCBikIXQBy2bNmyefPmEMK4ceOqq6sLXQ4AAEDJcQSerPzgBz+YPHny5MmTf/3rXxe6FgAAgFLkCDwQgTVr1mzYsKE3el69enVmoaOjozf6BwCAfBHggQg88MADCxcu7NUhWppberV/AADIkSn0AAAAEAFH4IGYHHHGpwaPPi6PHb626qGm19bnsUMAAOglAjwQk7FTLh71nnPy2GHDS2sFeAAAomAKPQAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQARchZ6szJkz57LLLgshHHrooYWuBQAAoBQJ8GRlxIgRI0aMKHQVAAAApcsUegAAAIiAAA8AAAAREOABAAAgAgI8AAAARECABwAAgAgI8AAAABABAR4AAAAiIMADAABABAR4AAAAiEBFoQsgDqtWrVq5cmUI4bzzzpswYUKhywEAACg5AjxZWbFixS233BJCOPLIIwV4AACAg88UegAAAIiAAA8AAAAREOABAAAgAgI8AAAARECABwAAgAgI8AAAABABAR4AAAAiIMADAABABAR4AAAAiEBFoQsgDgMHDhwxYkQIobKystC1AAAAlCIBnqzccMMNN9xwQ6GrACLW2bIjhLBz587Pf/7zvTTEt7/97QEDBvRS5wAABSfAA3AwdLa3hBBaW1u/973v9dIQCxYsEOABgD7MOfAAAAAQAUfgATh4UpWDT79hWX77fP5HX2ja/EJ++wQAKEICPAAHT6qs/JATz8pvnxUDh+a3QwCA4mQKPQAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQAQEeAAAAIiAAE9Wli5dOmvWrFmzZq1cubLQtQAAAJQi94EnK+vXr1+yZEkIYcaMGYWuBQAAoBTlGuDvuuuuEMK1116772Zbtmx5+OGHR44ceemll+Y4IgAAAJSgXAP8ddddF7II8LW1tdddd90RRxwhwAMAAMABOBjnwCdJkjlxeuvWrQdhOAAAAOh7enwEfu3atR/+8Id3Wzlq1Kh9/Epra+v27dtDCGPGjOnpcAAAAEA4gADf0dHx1ltv7bZyzzV79dnPfranwwEAAADhAAL84YcffvPNN3f9+Ld/+7chhO5r9j5MRcWkSZPOO++8ng4HAAAAhAMI8EccccTXvva1rh8zAb77GgAAACDvcr0K/ec+97m81AEAAADsQ64B/nvf+15e6gAAAAD2IdcA32XTpk0bN25MkmTfzc4555x8jcjBNGHChE984hMhhKOOOqrQtQAAAJSiPAT4J5544tJLL3355ZezabzfhE9xmjlz5syZMwtdBQAAQOnKNcC/9NJLZ511Vmtra16qAQAAAPYq1wB/2223ZdL7xz/+8c985jNHH310WVlZPgoDAAAA/izXAP/UU0+FEM4///yf/vSn+agHAAAA2IucjpYnSfLiiy+GED772c/mqR4AAABgL3I6Ar9jx462trYQwsiRI/NUTxySJGlra9uxY0ehC8mP9vb2zEJLS0vXMnFJp9MhhJaWlsxLsu/pemYm6STzx+ZL15U1k9B7PYf99vznxsn+y+hqkP+au/WW3567y3vPXRdH3blzZ0VF3u6uciCVJEl7e3ufeXcoQZlXYpIkNmK82tvb0+m0LRivjo6OzEJzc7MzcyOVeaNvbm5OpVKFrqXYZT669+ijUU4fdCorK6uqqpqamn73u9+ddtppuXQVnc7Ozj6TlLqeMR0dHZ2dnYUthgOT+dDZ3t7eV3eU3SNrnm9m0dVZkveek26L++m5e4DPoue9/GJeJD2pOS+j5KvLzD9tbW2F3TMnScroSdcAACAASURBVNLZ2el+K7HLfE1f6Co4QJkXoC0Yr65daFeSJzpdn0sLXUgEMv9LBzXAX3TRRffee+9dd9116aWXVlVV5dJbRFKp1MCBA0eMGFHoQvJjx44dzc3NIYSqqqrKyspCl8OB6OjoqK+vHzJkSL9+/QpdS6/o379/ZqGsrKy8vDyPPafKdn3lkUrlveddxw1SIey350zwCyGUlZXt94BDWXlXz6n81lzWrbf89txd3ntOhV0bcfjw4cOGDctv5z1SV1dXWVk5ePDgAtZALmpra5MkKSsr6zNv8SUoMz/UFoxXU1NTS0tLCGHIkCGFnVTFAWtvb29oaBg6dGjvfZboMzLfNvboqZ7rvJQ777zzve9974YNGz72sY9t2LAhx94AAACAvcr1a63//u//njdv3le+8pXHHnts4sSJU6ZMOf7440ePHv1O83i/9rWv5TgiAAAAlKBcA/xHP/rRruXOzs7HH3/88ccf30d7AR4AAAAOQK5T6Kt6KC9Fc/B94xvfqK6urq6uXrp0aaFrAQAAKEW5HoHfvn17XuqgyDU3N9fV1QWXdQUAACgQN1cEAACACAjwAAAAEIFcp9D/8Y9/7FH7o48+OscRAQAAoATlGuCPOeaYHrVPkiTHEQEAAKAEmUIPAAAAEcj1CPzPfvazd3po27ZtL7zwwsMPP/zyyy+XlZXdcccdV155ZY7DAQAAQGnKNcCff/75+25w22233Xzzzd/85jdvuOGGww477PLLL89xRAAAAChBvT6Fvn///l//+tfPOeecEMKcOXPa29t7e0QAAADoew7GOfCpVOqTn/xkCKGhoWHDhg0HYUQAAADoY3KdQp+lCRMmZBYOOeSQgzMi+TVt2rT+/fuHEE4++eRC1wIAAFCKDlKAf/nll0MIVVVVhx9++MEZkfyaOnXq1KlTC10FAABA6ToYU+g7Ojq+9a1vhRCOP/74gzAcAAAA9D25HoH/6U9/uo9HkyR59dVXH3zwwbVr14YQpk2bluNwAAAAUJpyDfAzZ87MsuWoUaPmzp2b43AAAABQmg7GFPqqqqpzzz137dq11dXVB2E4AAAA6HtyPQL/+uuv77fNqFGjysoOxjcFAAAA0FflGuAPO+ywvNQBAAAA7IMD4wAAABCBvN0Hvqmp6V/+5V9WrFjx7LPPbtu2raOj45BDDjnppJOmTZt2+eWXDxkyJF8DAQAAQAnKT4B/4IEHrrnmmvr6+u4ra2tr//CHPzzyyCM33XTTwoULL7/88ryMBQAAACUoDwH+O9/5zhe/+MXMclVV1bve9a5jjjmmoqLipZde+sMf/tDY2FhfX3/FFVc0NDRcffXVuQ9HQWzZsmXz5s0hhHHjxrmbAAAAwMGX6znwL7zwwg033BBCqK6u/ta3vrVly5ann376kUceefjhh1evXv36669/5zvfOeSQQ0II119//caNG/NQMoXwgx/8YPLkyZMnT/71r39d6FoAAABKUa4BftGiRR0dHZWVlcuWLbv++uurqqq6Pzpw4MBrr732F7/4RWVlZXt7+8KFC3McDgAAAEpTrgF+xYoVIYRPf/rTU6dOfac273vf+6666qoQwvLly3McDgAAAEpTrgH+1VdfDSG8733v23ezTLx/5ZVXchwOAAAASlOuAT5JkuybZdkYAAAA2E2uAf7www8PIfzP//zPvptlGhx55JE5DgcAAAClKdcAf/bZZ4cQfvSjH+0jwz/11FP33ntvV2MAAACgp3IN8HPmzKmoqGhtbf3Yxz723e9+t6WlpfujLS0t//AP/3Deeee1trb269fPfeABAADgwFTk+PsnnHDCN7/5zeuuu+6tt96aM2fOV7/61RNOOOGYY44JIfzxj3/csGFDfX19puU3vvGN448/PsfhAAAAoDTlGuBDCNdee+2IESOuueaahoaG+vr6J5988sknn+zeYNiwYQsXLrziiityHwsAAABKUx4CfAjhiiuumDFjxkMPPbR8+fLnnnuutrY2lUpVV1dPnDhx2rRpl1566dChQ/MyEAAAAJSm/AT4EMLQoUM/97nPfe5zn8tXhxSVz3zmM+eee24IYdy4cYWuBQAAoBTlLcDTt40ZM2bMmDGFrgIAAKB05XoV+oyOjo5//ud//tSnPvXggw92X//Rj3501qxZ9957b2dnZ14GAgAAgNKUhyPwL7/88oc//OH//d//DSGMHz+++0NvvPHGmjVrlixZcv/99z/44INHH3107sMBAABACcr1CHxra2tXeh8xYkTmBnJdZsyYkQntK1eu/PjHP55Op3McDgAAAEpTrgH+nnvuyaT3efPmvfnmmxdddFH3R2+66aYXX3zxb/7mb0IITz/99A9+8IMchwMAAIDSlGuAf/jhh0MIH/nIR26//faKir1MyC8vL58/f/4FF1wQQli2bFmOwwEAAEBpyjXAb9iwIYRw4YUX7rvZjBkzuhoDAAAAPZVrgG9qagohDBs2bN/NhgwZEkLYsmVLjsMBAABAaco1wGfuDb5mzZp9N8s0OOyww3IcDgAAAEpTrgF+2rRpIYT777//lVdeeac2mzdv/tGPfhRC+OAHP5jjcAAAAFCacg3wc+bMKS8vf/31188555wVK1bs2eCJJ54499xzt2zZkkql/uqv/irH4SiUp59++p577rnnnns2btxY6FoAAABK0V6uG98j733ve2+77babbrppw4YN06dPP/HEE0855ZQjjzyyf//+f/zjH59//vnVq1dnWn7pS186/fTTcy6YwvjlL395yy23hBB+/OMfH3fccYUuBwAAoOTkGuBDCPPmzRs+fPgNN9ywc+fOdevWrVu3bvcxKipuvvnm+fPn5z4WAAAAlKZcp9BnfP7zn3/xxRdvu+22973vff3799/VdVnZxIkTr7/++g0bNtxyyy2pVCovYwEAAEAJysMR+IzRo0d/9atf/epXvxpC2L59e0dHx7Bhw8rK8vMFAQAAAJS4vAX47jJ3fQcAAADyxRFyAAAAiIAADwAAABEQ4AEAACACAjwAAABEQIAHAACACAjwAAAAEAEBnqzMnz8/SZIkSS655JJC1wIAAFCKBHgAAACIgAAPAAAAERDgAQAAIAICPAAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAAREODJytKlS2fNmjVr1qyVK1cWuhYAAIBSVFHoAojD+vXrlyxZEkKYMWNGoWsBAAAoRY7AAwAAQAQEeAAAAIiAAA8AAAAREOABAAAgAgI8AAAARECABwAAgAgI8AAAABABAR4AAAAiUFHoAgAAgKxcd911LS0tvTrEP/7jP5aVOcgHRUqAJyvHHnvs9OnTQwijR48udC0AACXqhz/84Y4dO3p1iEWLFgnwULQEeLJy2WWXXXbZZYWuAgAAoHQJ8AAAEJPKISMnXbskv30++/1P79z6Un77BPJOgAcAgJiU9et/yIQP5rfP8gGD89sh0Buc3wIAAAAREOABAAAgAgI8AAAARECABwAAgAgI8AAAABABAR4AAAAi4DZyAABAb/n617++evXqLBt3dHR0dnaGECorK1OpVJa/ddNNN5188skHWB9ERYAHAAB6y6pVq5YtW9arQ1x11VW92j8UD1PoycqiRYtqampqamp6e/8LAADAXjkCT1bq6uo2bdoUQmhqaip0LQAAxGfyl5YNGnXMvtuk0+l0OgkhlJeX7XcK/Yu/+PprKx/MV3kQBQEeAADodVVjjh885t37bpNOp9PpdAihvLx8vwG+suqQvBUHkTCFHgAAACIgwAMAAEAEBHgAAACIgAAPAAAAERDgAQAAIAICPAAAAERAgAcAAIAICPAAAAAQgYpCF0Acpk2b1r9//xDCySefXOhaAAAASpEAT1amTp06derUQlcBAABQukyhBwAAgAgI8AAAABABAR4AAAAiIMADAABABAR4AAAAiIAADwAAABEQ4AEAACACAjwAAABEQIAHAACACFQUugDiUFdXV1dXF0I49NBDq6qqCl0OAABAyXEEnqwsWrSopqampqZm2bJlha4FAACgFAnwAAAAEAEBHgAAACIgwAMAAEAEBHgAAACIgAAPAAAAERDgAQAAIAICPAAAAESgotAFAADA3i1btuzzn/989u2TJEmSpKysB8eoPvGJT9x55509Lw2gAGIK8L/5zW/uvvvuhQsXjh49es9HGxsbFy9e/NRTTzU2NtbU1EycOPGCCy4YOHDggTUDAKDgdu7c+dprr/XqENu2bevV/gHyKKYA/+ijj7a0tOz1oTfeeGPu3Lm1tbUhhGHDhq1bt27dunWrVq1asGDB0KFDe9oMAICikirvV1ZRmc8ek3RnW3M+OwTofXEE+J07d/7kJz9Zt27dOzVYuHBhbW3tiSee+Nd//dcjR47cvHnz7bff/sorr9x3333XXXddT5uxp8svv3zKlCkhhJNOOqnQtQAAJee4GfOOv/DW/TZLp9NJkpSXl++3Zf3Gp1bN/z95qAzgICr2i9gtX778xhtv/OQnP/mzn/3sndq88MILzz33XFVV1bx580aOHBlCGDt27Pz588vLyx977LGtW7f2qBl7NW7cuOnTp0+fPn2v5y8AAADQ24o9wL/88subN2/u37//0KFDU6nUXts8+eSTIYTJkycPGTKka+Vhhx02fvz4JEkyj2bfDAAAAIpQsQf42bNnP/i27sG7u8ylTSZNmrTb+syazZs396gZAAAAFKFiD/DZyFw7NDMrvrvMmrq6uh41AwAAgCIUx0Xs9i1zVfk9j89XVVWFbrcGybJZdy+99NL3v//9Pden0+nW1tbt27fnWnpx6OjoyCw0Nze3trYWthgOTJIkIYSdO3f26M63EWlra8sspNPpzs7OPPacpJNdCyHJd8/pt3sO2fecJPsvI93Z1XOea0536y2/PXeX956TsGsjNjU1FfYlkE6n29ra0m9veqKT2ZcmSdJn3uL7gObmXReKT9LZ7vGy2ZGGEDrffqm2t7dHtMUzz9KQ5H9f2lK3azrqeeed904nrh6Yp59+OrPQ2to6IOuys9mXppNd+//m5uaINmKfl9l2O3bsyO8TqU/KfMTt0cu5LwT4xsbGEMKe93IfNGhQCKG+vr5Hzbqrr69fvnz5nuurqqo6Ozv7XtZtb28vdAnkpA9vwa79WpIkydvv1nmW756795V9z9m0TLr1neea3+4tSfLc815HyV+Pu/5tbW0t+J65s7Oz97774OBIkqTgTyS6dB1mSEIP9tJZtXy7TebAzAFVV0h535d2tu7MLPzHf/xHfnv+8xCd6TxvxLffANrb22PciH1b19EX9iHz6b1HX/33hYN1mUPoXV/Qdtm5c2cIYfDgwT1qBgAAAEWoLxyBr66urq+vb2pq2m19Zk11dXWPmnV34okn/vznP99z/WWXXTZgwIARI0bkXnwxaG5ubmlpCSFUVVX169ev0OVwIDo7OxsbG4cMGVJR0Rde1HsaMGBAZqGsrCybu/v2wNtfY6ZSee45VbZr2lgqhGx6zhy2TaVS+50E3tUgFVL5rbmrt1Qqq5pzHCVfumboDR8+fNiwYfntvEcaGhr69euXmdhFjOrr65MkKSsrK+wTie66DrGUpbLa42V/H/iufWllZWVEH+q69ni9t5f+wB3PlVVU5rHD/7l1atv2t0II5eX7f6vNbMGQ3R+YSu3aiFVVVRFtxD6vo6Nj+/btQ4cO7b1naZ+RmafQow/wfeGz/vDhw8PeTmLPXJeuK5ln2ay7ysrKww8/fM/1mU/YfeYZ2fVO0Jf+qFKTeavrw1uw61maSqXyez5VKvy5twL23DVRMJs/sHuDPJ9d1ns9/3+D9FbP5eXlhX0J9LF3h1JmIxaPP3+nmd3+P9Mm+5aZhfi2eKoX96WDR7+rvF//PHaYKv9z4sjmPa77e+J+Gr+9YN9bVDITwgv+phyFzH9Rj17OfWEKfU1NTQjhmWee2W19Zs24ceN61AwAAACKUF8I8NOnT0+lUqtXr+5+7YrGxsbnn3++srLyzDPP7FEz9mr9+vVLlixZsmTJn/70p0LXAgAAUIr6QoAfM2bMxIkT6+rqFi5cmDmJtLW1dcGCBW1tbWeccUbXqVNZNmOvli5dOmvWrFmzZq1cubLQtQAAAJSivnAOfAjhC1/4wo033vj444+vXbv2qKOO2rRpU1tb29ixY6+88soDaAYAQN/W1rg1s/D73//+lltu6Y0hjjnmGB8ygfzqIwF+zJgxd91110MPPbRmzZqNGzdWV1dPmTLl4osv3u1SwFk2AwCgb2ttfDOz8Oyzzz777LO9McQHPvABAR7Ir5gC/IMPPriPR6urq6+++ur9dpJlMwAAACgqMQV4AADIr0HjTnv3R6/PY4cdzY3P/fCzeewQoIsADwBA6aocfsTY912Uxw7bGt8U4IFe0heuQg8AAAB9ngAPAAAAERDgAQAAIAICPAAAAERAgAcAAIAICPBkZf78+UmSJElyySWXFLoWAACAUiTAAwAAQAQEeAAAAIiAAA8AAAARqCh0AQAAAD1Wv2l1ZmH27NmDBw/ujSFuvfXWv/zLv+yNnuHACPAAAEB8OtuaMwuvvfZaLw1RV1fXSz3DgTGFHgAAACLgCDwAABCxk65eevSUC/PY4cu/Xrjun6/NY4eQL47AAwAAQAQEeAAAAIiAAA8AAAARcA48WfnVr361bNmyEMJVV1112mmnFbocAACAkiPAk5W1a9fec889IYQzzzxTgAcAeCcdLU2ZhRdeeCHvtxBvbW0NIXR2dOa3WyAWAjwAAORNur01s7B169af/OQnvTJEku6NboHi5xx4AAAAiIAj8AAAkH/9R0847ZoH89vn4/Mm5bdDIC4CPAAA5F+qcuDQY04pdBVAn2IKPQAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQARchZ6sjB079tRTTw0hVFdXF7oWAACAUiTAk5XZs2fPnj270FUAAACULlPoAQAAIAICPAAAAERAgAcAAIAICPAAAAAQAQEeAAAAIiDAAwAAQAQEeAAAAIiAAA8AAAAREOABAAAgAgI8wP9r797jrKrr/fF/9lxguA0XQUEEr5hAlCBKUtoJtU4RCYZp2veXWlqe0kpPqGXq0TpkFzUyD5JHM9TkIRblpX5e0u8xvmEIKHcFkftFgYHhMjN7Zs/+/rF0mi+gs2dcm81iP5//tFzzmfd6096fNeu119prAQBAApQVugGS4Ze//OUdd9wRQrj99ts/97nPFbodAKDVfvjDH/7hD3/I6yZuvvnm0aNH53UTAMVMgCcnVVVVK1asCCHs3Lmz0L0AAG2xatWquXPn5nUTW7ZsyWt9gCLnEnoAAABIAGfgAQCKy4jrnup+/MgYC654/GevPXpTjAUB2CcBHgCguJSUV5S27xRjwVRZeYzVAHg3LqEHAACABBDgAQAAIAEEeAAAAEgAAR4AAAASQIAHAACABBDgAQAAIAE8Ro6cfPSjH73mmmtCCIMGDSp0LwDAgWXb8hejhauvvvqGG26IsfKuXbv2WAAoZgI8OTnjjDPOOOOMQncBAByIMumaaGHz5s2bN2/Oxyayjdl8lAVIFgEeAIB4pErLUyVxfkMzm2nINmZiLAiQaAI8AADxOOaCO0749L/FWHDR/Veu/P9/GWNBgERzEzsAAABIAAEeAAAAEkCABwAAgAQQ4AEAACABBHgAAABIAAEeAAAAEkCABwAAgATwHHhyUltbW1NTE0Lo1KlTu3btCt0OAABA0XEGnpz85Cc/6dGjR48ePaZPn17oXgAAAIqRAA8AAAAJIMADAABAAgjwAAAAkAACPAAAACSAAA8AAAAJIMADAABAAgjwAAAAkAACPAAAACSAAA8AAAAJIMADAABAApQVugGSYfz48QMHDgwhjBgxotC9AAAAFCMBnpwMGjRo0KBBhe4CAACgeLmEHgAAABJAgAcAAIAEEOABAAAgAQR4AAAASAABHgAAABJAgAcAAIAEEOABAAAgAQR4AAAASAABHgAAABKgrNANkAyLFy9etGhRCGHEiBH9+/cvdDsAAABFR4AnJ9OnT7/xxhtDCA8++OAFF1xQ6HY4QD3//PNr1qzJR+WlS5dGC5mGhnzUBwCAA58AD8Tmtttue+yxx/K6ibp0Oq/1AQDggOU78AAAAJAAzsAD8Tv6M99p1/mQGAuufOpXdds2xFiQg0lt1bpo4etf/3p5eXk+NnHLLbcceeSR+agMAJA7AR6I35FnfL1Tn+NjLLjhxUcEeN5N/e7t0cLDDz+cp0185zvfEeABgIJzCT0AAAAkgDPwABwkTr7u6XYdK2Ms+NojP3hr/lMxFgQAeD8EeAAOEpVHDa3oEufNF8o79YixGgDA++QSegAAAEgAAR4AAAASQIAHAACABBDgycmECRO2bt26devW8ePHF7oXAACAYuQmduSkoqKioqKi0F0AAAAUL2fgAQAAIAGcgQcACmnTpk2XXHJJXjfRr1+/yZMn53UTMbr++uvnzZuXj8oLFiyIFurq6vJRH4B8E+ABgELavXv3k08+mddNfOADH8hr/XjNmjXr2WefzesmGhsb81ofgDxxCT0AAAAkgDPwAEDLnn/++U9+8pP5qJzNZqOFjkedMuJbD8Vb/LnvHBdvwSYnnHDCihUr8lG5oaEhWjjl+uc7HXJEjJVfnPjJ3W/mpWc4yGx99YVo4corr/z2t7+dj01cffXVEydOzEdlDm4CPADQssbGxvr6+rxuIlVW0fGwY/O6iRil0+l8/x9ScciRHQ87KsaCqdLyGKvBQSz7ztdMMplMJpPJxyaaPqqDVhHgAWDfGmqqo4U5c+ZUV1e3OH7Hjh3l5eWteujm4MGDe/bs2cb+CqSsQ2W7zofEWLCxoba2akOMBfezjr2OjrdgzeZV2azvqMMBoaxT93Ydu8VYMJPeXbd9U4wFKTYCPADs2461C6OFSy+9NE+bePTRR88555w8Fc+Tvh+98IOX3BVjwa1L/+fvN388xoL7U6q0/BO/iPmi9Kcu7VG/qyremkDbHPGZawePmxBjwU1zH3vpZ5+LsSDFxk3sAAAAIAGcgScnzz777NNPPx1COP/880888cRCtwOwX/U6aWyHroe2OCybzYZUSIVUiyO3rZhdvTIvD/qeM2fOjBkz8lF55cqV0UI6nc5HfQCgRQI8OZk5c+att94aQvjQhz4kwAPF5qjREw494dQWh2UymVQqVVLS8tVtr077Xp4C/Lx58374wx/mo3ITAR4ACsUl9AAAAJAAzsADwEGo72n/67BhY2IsuGnuY+temBpjQQCgtQR4ADgIVfb7UJ8R58ZYsOatVetiLAcAtJ4ADwAc5BobG3fs2NHisJ07d2az2ZKSkvLy8lxqxtEaALSCAA8AHOSWLVtWWVmZj8rZbDYfZQFgn9zEDgAAABLAGXgA4CCXKmtf2X9Ii8OaTqenUqkWB29/Y05w+h2A/UuABwAOcmWVfT72w9ktDmtoaHh7fFnLB0hP/q/ybKbh/XYGAK3hEnoAAABIAGfgycnhhx9+0kknhRB69OhR6F4AAACKkQBPTr761a9+9atfLXQXAAAAxcsl9AAAAJAAAjwAAAAkgAAPAAAACSDAAwAAQAK4iV0bNTQ01NbWFrqLeDQ99jadTjc2Nha2Gdomk8mEENLpdLRQKE3vn8ZsY7zvpWzTQjYbc+Vs9p1N5KtyaPb/TC6/1eLgpgHx99ysWv72BvmrnG2M+Y33z8q5vfGiFz33kSGE+vr6eP+a1NfXN20iT9MwxP0iZhvbMllaq1WV8ze4VbJx70ubVY757dG8dGH30tlsNucJ27QvjflFbMwme1/a2NiYirf4O1M8l5fmn694Ntv8L+m7jY7+tzFvb+n496Xv7PEOpjSxh+hwtK6urqTE2eIWpNPp0MrpLMC3RTabTafTO3fuLHQjMTtYdyLFo6amprANNH0Y1NgY99/R1vztb1vlfB50ti7At3i80raPBnLxz48Gsok66Gw6gIs7wDf9P537Z1I5HXE2exFramri/WtSV1fXtIk8fb4T+ydHjXn7HK2Z1lU+QAJ87G/ppl1ePj8MjfvznaYJ1Zr9Um4B/p+LPgzdo3LMAf6flVvxf3Wr/oF5fEvHX/ntavX19Qdfmmhu9+7dhW4hAaKP3Vt1Bk6Ab4tUKtWxY8eePXsWupF47Nq1Kwp+lZWV7dq1K3Q7tEVDQ8O2bdu6du1aXl5ewDaa3j9lpaVlZXHuXlKptxdKSkpirlySemcTMVdu+tQ5FUKLlbPZbLTvLikpafHj6tLS0ncqp+LtOfNOtVSq5Z7bLP7K77w/SsvK8vTGKy3J6S2dyWRSqVQuJxyaxlRWVsb716Rz585Nm8jbWzrmN15pab4qN5NT5aZPIVvVRv4mS2lpzG/pEN5+T8e/L0017UtjfhH/+cbLrXJjY2M2m23aT+ZUOf639D+rJWlf2qxyabzFm/alpS2/8Zo+tyotLW16X7175Xf2/3l7S8e/L33nzdmhQ4eDJk3sob6+fvv27d27d89lJha56Ax8qw7gXdUAAAAACSDAAwAAQAII8AAAAJAAAjw5ueeee4YPHz58+PC//OUvhe4FAACgGLmJHTlZv379nDlzQghbt24tdC8AAADFyBl4AAAASAABHgAAABJAgAcAAIAEEOABAAAgAQR4AAAASAABHgAAABJAgAcAAIAEEOABAAAgAcoK3QAAFJ3q1fOjhZtuuumuu+6KsfL69eujhZqamhjLAgAHAgGenJx00kmXXXZZCOG4444rdC8AiVe/qypaWLBgQZ420ZBpyFNlAKBQBHhyMnr06NGjRxe6CwAAgOIlwANAwRx34R1Hnvr5GAsunvqdDS9Oj7EgAHDgEOABoGDKOnav6HFEjAVL23WMsRoAcEBxF3oAAABIAAEeAAAAEkCABwAAyxC+ZgAAIABJREFUgAQQ4AEAACABBHgAAABIAAEeAAAAEkCABwAAgAQQ4AEAACABBHhycvPNN6dSqVQq9dBDDxW6FwAAgGIkwAMAAEACCPAAAACQAAI8AAAAJIAADwAAAAkgwAMAAEACCPAAAACQAAI8AAAAJIAADwAAAAkgwAMAAEACCPAAAACQAGWFboBkGD9+/MCBA0MII0aMKHQvAAAAxUiAJyeDBg0aNGhQobsAAAAoXi6hBwAAgAQQ4AEAACABBHgAAABIAAEeAAAAEsBN7AAAAPaHXRuXRwszZsxYtmxZPjYxcuTICRMm5KMyBwIBHgAAYH+o31UVLSxfvnz58uX52ERpaWk+ynKAcAk9AAAAJIAz8AAAAPtVj+FfGHL+f8RYcPem5bN/OibGghyYBHgAAID9qrRjt86HnxBjwWxjJsZqHLAEeHLyxhtvvP766yGED37wg7179y50OwAAAEXHd+DJydSpU88666yzzjrrr3/9a6F7AQAAKEYCPAAAACSAAA8AAAAJIMADAABAAgjwAAAAkAACPAAAACSAAA8AAAAJIMADAABAAgjwAAAAkAACPAAAACSAAA8AAAAJUFboBkiGK6644ktf+lII4dBDDy10LwAAAMVIgCcn3bt37969e6G7AAAAKF4uoQcAAIAEEOABAAAgAQR4AAAASAABHgAAABJAgAcAAIAEEOABAAAgAQR4AAAASAABHgAAABJAgAcAAIAEKCt0AyTDzJkz//a3v4UQxowZM2jQoEK3AwAAUHQEeHLy7LPP3njjjSGEfv36CfAAAAD7n0voAQAAIAEEeAAAAEgAAR4AAAASQIAHAACABBDgAQAAIAEEeAAAAEgAAR4AAAASQIAHAACABBDgAQAAIAHKCt0AydC9e/djjjkmhNC5c+dC9wIAAFCMBHhycsUVV1xxxRWF7gIAAKB4uYQeAAAAEkCABwAAgAQQ4AEAACABfAceis6JJ564cOHCfFRubGyMFtLpdKd8bAAAAIqYAA9Fp6GhIZPJFLoLAACgdQR4KF4dDzs23oI1b63MNvpoAAAA8kKAh+L1Lz9bmiqNcyfwzOW967ZvirEgAADQxE3sAAAAIAEEeAAAAEgAAR4AAAASQIAnJw888MBZZ5111lln/fWvfy10LwAAAMVIgCcnK1aseOaZZ5555pmNGzcWuhcAAIBiJMADAABAAgjwAAAAkAACPAAAACSAAA8AAAAJUFboBgAAAHhfMrU7o4V169ZNnz49H5vo3r37GWeckY/K5E6ABwAASLa67W8/K+rFF18899xz87GJoUOHzp07Nx+VyZ1L6AEAACABnIEHAAA4SLTrdWz/j54fY8FspuH1x26NsSDvhwAPAABwkGjf67gPfOGHMRbM1O0W4A8cAjw5GTRoUPRdmv79+xe6FwAAgGIkwJOT8ePHjx8/vtBdAAAAFC83sQMAAIAEEOABAAAgAQR4AAAASAABHgAAABLATewAAADYt2xjJlrYvHnz3Xff3eL4TCZTU1PTsWPHkpJczxa3b9/+oosuanOHRUWABwAAYN8aG9LRwpo1a77+9a/nYxNdu3YV4HPkEnoAAABIAGfgAQAAaEFZl8OOP/uaFodlQzbbmE2VpFIh1eLg16bf2FC7I47uioUADwAAQAtKOnU/+jPfaXFYNpvNZDKlpaWpVMsB/vXHbhXgW8Ul9AAAAJAAAjw5ufnmm1OpVCqVeuihhwrdCwAAQDES4AEAACABfAceDlBz587NZDI5Ds5kMjt27OjcuXNZWcuTuqam5v21BgAAFIAADweo0047bffu3XndRDabbfnWIgAAwIHBJfQAAACQAM7Ac6BYvHjxjBkz8rqJD3/4w6NHj87rJmJX2r5j75PPyWVk9LzNXEau/z+/yzbmenE+AABwgBDgOVC8/PLL3//+9/O6iYsuuihxAb68U48T/21qi8Na9bzNDS8+IsADAEDiuIQeAAAAEsAZeA44vU8+57DhZ8dYcPfG5cv+cEuMBQEAgPevfve2EMKuXbs+8YlP5GkTjz32WOfOnfNUfP8rugBfXV09bdq0F198sbq6+thjjx0yZMi4ceM6dOhQ6L74p8ojP3zEaf9fjAWrlv1dgAcAgANNtqE+hNDQ0PD888/naRP19fV5qlwQxRXgN23adO21127ZsiWE0LVr10WLFi1atGjmzJkTJ06srKwsdHfkXWNjY0NDQ7w1o4KpVKq0tDTeygAAAM0VV4CfNGnSli1bBg8efPXVV/fs2XP9+vU/+tGP1qxZc++99377298udHcHtM9+9rO9e/cOIZxyyimF7qXVdqxdFC389re//e1vf1vYZlrrIPvIEAAA9pBq1+mMO5bFW3P2T8dsf2NOvDUPBEUU4JcuXbpgwYLOnTt/73vf69KlSwjh8MMPv+GGG77+9a8/99xzF154Ya9evQrd44Fr2LBhw4YNK3QXAADAwSaVSrXv1ifmmqXl8RY8QBRRgJ81a1YIYfjw4VF6jxx22GEDBw5cuHDhrFmzxowZU7juEmPFihWvvfZaPiq/8sor0ULsV7k3Ka2o7NizX4wFGxvqdm1cHkJIlVd0PuzYGCuHZhcOAAAAhKIK8OvWrQsh7H0aediwYQsXLly/fn0hmkqe3/3ud9dff31eN1FTU5Onyl0GnfXRf58eY8Edaxb+zzVDQggVhw85feI/YqwcQnjigpaf6A4AABSPInoO/NatW0MIPXv23GN9tKaqqqoAPQEAAEBuiugMfHTz+ebXz0eipwJG8X4P69evf/TRR/de39jYmE6nd+3alYc2Y7Nhw4ZJkyblMrKxsbGxsTGEUFpamkq1cNZ39uzZMTT3nqpffX7x1KtiLLhjzcJooWbt/Hgrp3duiRbqq9bEW7lJtm5nLpWzIYRsNrT4+kWDM29/SWHJQxNy+41cNdTuiBbeeOKnG7ocEmPl2qq3r5HZ8MJvdi17IcbK1asXRAtbX3ls8c4NMVauem1mtLDz9b+3+CK+/QqGkMuLGH1xI4RQu2lpvG+8THp3tNBQvTH+t3Q2G0LINtTGXjlbXxctvPbID8rKK2KsXL/r7c92Vz81afPsR1ruJOdpuPutldHCplm/q1v7cps73Nu2FS+9vbDoqcVTd8RYuelWQLtWvRTvi1hbtS5aSG9+PU/70szurTntS6NpmNNEDKGxMYQQso2x95xJv30l2ut//GG7DnE+JSdd/Va0sO65u7cv/EuMlXdtePvrdVteenTx5uUxVt669O19fo6HB9HuNJdXsOmrajXrFsT7ItbvevuosqFqbZ7e0o25HR60StPhwdLfXZNKxXmSr6Hm7X3Ryid+trFyz3Npe7YRWvEHsXbr23uPDX+7f9frM99Xl/+vHWvmRwtbX3l88c6NMVauWvZ/ooWdK2bF+yLuevP1aKFu06sxHx7U1769sOPNeKdhCCEbDW9Ix/6Wrtm8KlrYvXt3u3bt4i0el3Q6HUKIsliOUk1/qw5655xzTkNDwz333HPooYc2X7948eJrr722d+/eU6ZM2eNX5s2bd+mll+5dqnPnzuPGjbvwwgvz2O77tmDBglGjRhW6CwAAgIJZtmxZt27dCt3FvtXX148ZM+aaa64599xzc/yVIrqEPjrTvvf3q3fv3h1C6NSpUwF6AgAAgNwU0SX0PXr02LZt286dO/dYH63p0aPH3r9y3HHH3XXXXXuvv/baa9u3b9+1a9d89BmXD33oQzNmzMhlZH19ffSw8fbt25eWlr734A0bNmzatOnEE0+MocX/19atW1esWBFCOOKII6Jnzsdl165dS5YsCSH06tXryCOPjLFyQ0PDyy+/HEKorKw8/vjjY6wcQpg3b14mk2nfvv2QIUNaHNzY2FhbW1tRUVFS0vKncosWLYo+yRo+fHgMjTazfPnybdu2hRCGDBnSvn37GCuvWbNm06ZNIYTjjz++sjLOC0rffPPN1atXhxCOOuqove+R8X5s37592bJlIYQ+ffr07dv3vQdHr2AIoaysrMWrvGpqahYtWhRC6NGjxzHHHBNTv2+3MXfu3BBC586dTzjhhBgrhxBeeeWV+vr6srKy2HcgS5cujfbkw4YNy2UK5O6NN96Ivn41ePDgDh06tDi+tra2tLS0vLzl59asX78+unnqcccdF+9pgc2bN69cuTKE0L9//z2uOHufduzY8eqrr4YQDjvssH794nyiRzqdnj9/fgihW7duxx13XIyVQwhz5szJZrMdOnQYPHhwi4Nramqy2Wwqlcrl5V6wYEFdXV1JSUnsj1l97bXXqqurQwgnnnhiWVmch2qrVq166623QggnnHBCdGIjLhs3bly7dm0I4ZhjjtnnMVWbVVVVvf766yGEvn379unT8lOm6uvrM5lMRUXL36ZpOjzo2bPnUUcd9b47/acD5/CgVRYvXhyd1or98OD111+P7jaVy+FBOp2OHkiUy1HN2rVrN27cGPJ5eHDkkUfG+6jpVh0etEptbe3ChQtDHg4PstnsnDlzQgidOnUaOHBgi+Ojo5oOHTrkchX9/Pnz0+l0Pg4PmvTt2zfefWmMokvoW9VeEV1Cf9NNN82dO/e73/3uaaed1nz9H/7wh/vuu+9Tn/rUN77xjRxLjRo16otf/OI+r65Pol27dkVxrrKy8oD9fgjvraGhYdu2bV27ds0lOXAAqq+v3759ewihoqIi3qNq9qeqqqp27dq5pCu5tmzZks1mS0pK4o2g7E+7du1Kp9Pdu3cvdCO00c6dO6NPtLt163bAhi7eW3RU07179xZPDZJOp0eOHHn99dePHTs2x18pokvojz322NDsYeNNojVHH310AXoCAACA3BRRgD/zzDNTqdTs2bPr6uqaVlZXVy9cuLBdu3Yf//jHC9jbgW/Dhg1z5syZM2fOPm/XDwAAQL4VUYDv06fPkCFDqqqqJk2alMlkQgh1dXUTJ05Mp9Onn366Kx7f269//evhw4cPHz78L3+J86kzAAAA5Ki4vljyjW98Y8KECS+88MKcOXP69++/YsWKdDp9+OGHX3zxxYVuDQAAAN5LEZ2BDyH06dPnF7/4xSc/+cmKiorly5d369Zt7Nixt912W5cuXQrdGgAAALyX4joDH0Lo0aPHN7/5zUJ3AQAAAK1TXGfgAQAAIKEEeAAAAEgAAR4AAAASQIAHAACABBDgAQAAIAEEeAAAAEgAAR4AAAASoOieA0/bXHrppaNHjw4hHH300YXuBQAAoBgJ8OSkT58+ffr0KXQXAAAAxcsl9AAAAJAAAjwAAAAkgAAPAAAACSDAAwAAQAII8AAAAJAAAjwAAAAkgAAPAAAACSDAAwAAQAII8AAAAJAAZYVugGSYOXPm3/72txDCmDFjBg0aVOh2AAAAio4AT06effbZG2+8MYTQr18/AR4AAGD/cwk9AAAAJIAADwAAAAkgwAMAAEACCPAAAACQAAI8AAAAJIAADwAAAAkgwAMAAEACCPAAAACQAGWFbiCpXn755fvvv7/QXcQjnU7X19eHECoqKkpLS/c5Zvny5b179w4hzJ49OxrMAaWxsbGmpuY9XkEOcJlMpra2NoRQXl7erl27QrdDG9XU1JSWlnoFk2v37t3ZbDaVSnXs2LHQvdBG6XQ6k8l06NCh0I3QRk3HpR06dCgpca4xkaKjGq9gLjKZTGt/RYBviy5duixZsmTJkiWFbiQe2Ww2m82GEN5jjtXW1vbp0yeEMHv27FdeeWX/NUfOooPOQndB2zU2NkYL/tolV7QvNROTyzQ8CJiGSWcaHhwcl+ausrKyVR/9p6LdHMXsF7/4xdSpU0MIt99++2mnnVbodqAYzZs379JLLw0hjBs37vvf/36h24EiNWrUqOrq6h49ejz11FOF7gWK1H/8x3889thjIYT77rtvyJAhhW4HDjg+2QIAAIAEEOABAAAgAQR4AAAASAABHgAAABJAgAcAAIAEEOABAAAgATxGjrB69eqNGzeGEI4//vhu3boVuh0oRjt27FiyZEkIoVevXkcffXSh24EiNXfu3IaGhrKysmHDhhW6FyhSK1as2Lx5cwhh0KBBnTt3LnQ7cMAR4AEAACABXEIPAAAACSDAAwAAQAII8AAAAJAAAjwAAAAkQFmhG6CQqqurp02b9uKLL1ZXVx977LFDhgwZN25chw4dCt0XJMZf//rXyZMnT5o0qXfv3nv/NMcpVpBhkHQrV66cMWPGggULtm3bdsghh/Tv3//zn//8wIED9xhmGkL+zJ0797HHHlu7du327dv79OnzgQ984LzzzjvkkEP2GGYaQozchb54bdq06dprr92yZUsIoWvXrtu3bw8h9OvXb+LEiZWVlYXuDpLhuuuuW7Ro0ZQpU/YO8DlOsYIMg6T729/+9vOf/zyTyYQQDj300G3btqXT6VQqdd55511wwQVNw0xDyJ/f/OY3v//970MIZWVlPXv2fOuttzKZTEVFxc0333zCCSc0DTMNIV4uoS9ekyZN2rJly+DBg++9996pU6dOnjy5X79+a9asuffeewvdGiTA7t2777333kWLFr3bgBynWEGGQaJt3779jjvuyGQyp5122m9+85t77rln2rRpl1xySQhh2rRp8+fPbxppGkKevPbaa3/4wx8qKiquvfbaadOmTZky5YEHHvjYxz5WW1t7++23Rx+uRUxDiJcAX6SWLl26YMGCzp07f+973+vZs2cI4fDDD7/hhhtKS0ufe+65t956q9ANwoHrmWeemTBhwpe//OUZM2a825gcp1hBhkHSPf300+l0+vjjj7/qqqt69OgRQigtLR07duzZZ5+dzWYff/zxaJhpCPnz9NNPZ7PZs88+e+TIkeXl5SGETp06XXnllR07dtywYcPatWujYaYhxE6AL1KzZs0KIQwfPrxLly5NKw877LCBAwdms9nop8A+rVy5cv369e3bt6+srEylUvsck+MUK8gwSLrly5eHEIYOHVpaWtp8/ciRI5t+GkxDyKfVq1eHEAYMGNB8ZUVFxRFHHBFCaArwpiHEToAvUuvWrQshDBs2bI/10Zr169cXoCdIiK9+9asPvKP5wUFzOU6xggyDpGtoaOjZs2fzL9lGotOATdfumoaQP5///Oe/+93vDh48uPnKbDa7YcOGEEK3bt2iNaYhxM5d6IvU1q1bQwjRZUXNRWuqqqoK0BMcRHKcYgUZBkl3/fXX73P9iy++GEI49thjo/80DSF/TjnllD3W7NixY+rUqTt27DjyyCMHDRoUrTQNIXYCfJGKbsu598nDzp07h3d2fECb5TjFCjIMDkqvvPLKo48+GkIYN25ctMY0hP3jRz/60fz582tqakIIQ4cOvfLKK5u+X2YaQuwE+CJVXV0dQtj7YZgdO3YMIWzbtq0APcFBJMcpVpBhcJCpq6ubNm3a73//+8bGxgsvvHDIkCHRetMQ9o/a2try8vIowG/btm3t2rVNj4I3DSF2vgNfpKLPIKNdbXO7d+8OIXTq1KkAPcFBJMcpVpBhcDCZOXPm5ZdfPn369Hbt2n3jG98477zzmn5kGsL+ccsttzzwwAPTpk276KKLVq5cedNNNy1ZsiT6kWkIsRPgi1T03J2dO3fusT5aE/0UaLMcp1hBhsHBobq6+tZbb7311ls3b978sY997M477/zUpz7VfIBpCPtThw4dzjnnnM985jOZTOZPf/pTtNI0hNi5hL5IRXcH3ftbQNGNPeza4H3KcYoVZBgcBN58881rrrlmy5YtvXv3vuqqq/a+I30wDSFvduzYsWDBgg4dOgwdOnSPH33oQx964oknmu70bhpC7JyBL1LRTXpfeeWVPdZHa44++ugC9AQHkRynWEGGQdLt3r37xhtv3LJlyymnnHL77bfvM70H0xDypqam5sc//vHEiROz2eweP6qrqwshVFZWRv9pGkLsBPgideaZZ6ZSqdmzZ0f72Uh1dfXChQvbtWv38Y9/vIC9wUEgxylWkGGQdM8888y6deuGDx/+/e9//z2+zmoaQp706tWrsrKytrZ275A8e/bsEMIxxxwT/adpCLET4ItUnz59hgwZUlVVNWnSpEwmE0Koq6ubOHFiOp0+/fTT3d4D3qccp1hBhkHSPfXUUyGEsWPHZrPZxn2JhpmGkCepVCq65cSdd965aNGiaGU6nX7wwQdfeOGFioqKT3/609FK0xBil9r70heKxIYNGyZMmLB9+/aOHTv2799/xYoV6XT68MMP/+lPf7r3kzOBffrSl75UXV09ZcqU3r177/GjHKdYQYZBcmUymc9//vNNKX1vffr0ufvuu6Nl0xDypL6+/gc/+MHixYtDCB07duzSpctbb73V2NjYvn37K6+88rTTTmsaaRpCvAT4orZ169aHHnropZdeqq6u7tGjx8iRI88///zoIZlALt4jwIecp1hBhkFCbdy48bLLLnuPAc0DfDANIW8ymcyTTz75v//3/16/fn1DQ0Pfvn2PO+64L3zhC7169dpjpGkIMRLgAQAAIAF8Bx4AAAASQIAHAACABBDgAQAAIAEEeAAAAEgAAR4AAAASQIAHAACABBDgAQAAIAEEeAAAAEgAAR4AAAASQIAHAACABBDgAQAAIAEEeABgf/jVr36VSqVSqVQmk8lH/UwmE9X/+c9/3rTyj3/8Y7Ry1apV+dgoAOxPAjwAAAAkgAAPAAAACSDAAwAAQAII8AAAAJAAAjwAAAAkgAAPAIm0a9eun/70pyNHjuzZs2eXLl0+/OEPX3755a+++uo+B2/fvv2WW275l3/5lyOOOKJTp04f/OAHx48fP3PmzPc/uG02bdp01VVXDRgwoEOHDj179jz99NP/67/+q6GhYY8x0Q3kH3300b0rvM/by+/YsWPEiBGpVKq8vHzGjBlt/GcAwP5VVugGAIBWe+WVV8aMGbNmzZqmNfPnz58/f/7dd9/9n//5n9dee23zwTNnzhwzZkxVVVXTmkWLFi1atOjRRx+96qqrmj90rbWD22bevHmjR49+8803o/+sra194YUXXnjhhV//+td//vOfDzvssPe/ife2e/fu0aNH/+Mf/ygpKZk6derYsWPzvUUAiIUADwAJs3r16k984hNRxj7vvPNGjRrVrVu3l156acqUKdu3b7/uuutSqdQ111wTDd64ceM555xTVVXVqVOnr3zlK6eeemrHjh0XL1585513rlu37rbbbhs1atTo0aPbMLjNxo4d++abb44YMWLMmDH9+/d/6aWXpk2btmnTpijYz5o1q6wsj8cndXV1Y8eOfeGFF1Kp1L333nv++efnb1sAELMsAJAon/nMZ0IIZWVlM2bMaL7+jTfe+MAHPhBC6NChw6pVq6KV//3f/x39xX/66aebD3799dfbtWsXQrjkkkuaVrZqcGvdeeedTYcfl19+eUNDQ9OP1q5dO2zYsOhHd911V7Ry48aN0Zrp06fvXa3puveVK1dGa5quwP/Zz372bsPS6fRnP/vZaM3kyZPb/G8BgILwHXgASJKlS5c++eSTIYRvfetbZ599dvMfHXXUUXfddVcIoaamZsqUKdHKl19+OYTQrl27M844o/ngY445ZsKECRdddNHRRx/dtLJVg9tswIABv/zlL0tLS5vW9O3b9+GHH47WNHUeu0wmc8EFFzz++OMhhDvuuONrX/tanjYEAHniEnoASJI//elP0cK3v/3tvX86atSoAQMGLFu2rOmec7179w4hpNPpu++++7LLLisp+edn97fccssev96qwW121VVXNU/vkQEDBowfP37atGkLFy5saGiI/Sr6TCZz8cUXT58+PYTwpS996Vvf+la89QFgP3AGHgCS5B//+EcIoW/fvkccccQ+BwwaNCiEsGTJkug/zz333E6dOoUQLr/88qOPPvqGG26YOXNmXV3dPn+3VYPbbPjw4ftcP3LkyBBCQ0PD6tWr491iCOHKK6+cOnVqtPzEE0+89dZbsW8CAPJNgAeAJIm+Gb5u3brUu/jjH/8YQti5c2c0fsCAATNmzDj22GNDCKtXr77llls+9rGPde3a9ayzzpo8eXJ1dXXz4q0a3Gbvdh3+McccEy0sX748lg0198QTT5SUlJx33nkhhKqqqj1u1A8AiSDAA0CS7Nq1K8dhjY2N0fKZZ54ZPQfuoosuii6Sr6ure+aZZy6//PKBAwc+99xzzX+xVYPjVV5eHi1ks9nYi0f3nH/ooYdOPvnkEMJ99903a9as2LcCAHklwANAknTr1i2EcOqpp7Z8o9pm32Bv3779Oeecc999923YsOG1116bPHnySSedFEJYv379F77whS1btjTfRKsGt8HKlSv3uX7ZsmXRQq9evVossnXr1lZt9Je//OWXv/zlkpKSX/3qVyUlJdls9t/+7d+aPuMAgEQQ4AEgSQYMGBBCWLFixbudps5kMplMpimarlq1atWqVc3j7oABA772ta+99NJLv/jFL0IImzdv/p//+Z82DG6zOXPm7HP9iy++GEJo37794MGDm6/f57906dKlrdpo09PjTj755K985SshhHnz5k2ePLlVRQCgsAR4AEiSM888M4SwadOmptvRN7d58+bu3buXlZXdcMMN0ZqPfvSjRx111Je//OW9B3/yk5+MFrZt29aGwW1222237X3qe/ny5Q8//HAIYdSoUe3bt2/+o7Vr1+4xuK6u7pFHHmlzAxMnTuzRo0cI4frrr3c3OwASRIAHgCQZN25c3759QwiXX375q6++2vxH6XT6kksu2bFjRyqVuvjii6OVw4YNCyE888wzCxcu3KPU/fffHy185CMfacPgNnv11Ve/853vNM/wGzZsuOCCCxoaGkIIV155ZbSyV69enTt3DiE88MAD0Y8i2Wz2Bz/4wRtvvNHmBg455JAf/ehHwd3sAEgaz4EHgCQpLy+fMmXKZz/72Q0bNgwdOvTcc8899dRT+/Xrt2zZsrvvvju6sPy6664MGX+DAAACqElEQVSL7iQfQrj00ksfe+yx2tra4cOHX3bZZSeffHKvXr3WrVv36KOP/vnPfw4hnHXWWSeccEIbBr8fkyZNmjt37uc+97l+/fq99NJLDz74YHR3/fPOO+9f//VfozElJSWnn376k08+OWfOnFGjRv37v//7kUceuWTJkvvvv/8vf/lLSUnJ+/kG+2WXXXbPPffMmTPnvvvuu/TSS9//pxIAsD+0eAscAOBA8+CDD3bo0GHvP+slJSVXXHHFHoOvueaaVCq1z8OAj3zkI9u2bWvz4Fa58847QwgnnXTSTTfdVFa2j1MIn/vc52pqapr/yurVq9/thnY/+clPooWVK1dGg5vO0v/sZz9rqjBjxow9hjWZNWtW9C8dOnRoJpNp878LAPYbl9ADQPJccMEFr7322ne/+90hQ4ZUVlZ26dJl2LBhF1988fz58ydNmrTH4B//+Mdz5sy58MILhw4d2qNHj86dOw8ZMmTcuHFPPPHE3//+965du7Z5cBuUl5ffeOONf//73y+44IJ+/fq1a9fu0EMP/fSnP/3II4/88Y9/rKioaD64X79+S5Ysufrqqz/84Q936tQpWtm1a9ff/OY3l1xyyfvsZMSIEVERd7MDIClS2Tw8ahUAIHZr1qzZsmXL4MGDm54YDwBFRYAHAACABHAJPQAAACSAu9ADAK3z+OOP7/EEuxa1b9/+m9/8Zp76AYAi4RJ6AKB1vvjFLz788MOt+pVu3bpVVVXlqR8AKBICPAAAACSA78ADAABAAgjwAAAAkAACPAAAACSAAA8AAAAJIMADAABAAgjwAAAAkAACPAAAACSAAA8AAAAJIMADAABAAgjwAAAAkAACPAAAACSAAA8AAAAJIMADAABAAgjwAAAAkAACPAAAACSAAA8AAAAJ8H8B1OO1q/yTXW0AAAAASUVORK5CYII=" 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" width="672" /></p>
<p>Some ESS-to-TSS ratios below 0.5 but effective and tail samples sizes
are sufficient. The minimum bulk effective sample size is 1160.3800685.
The minimum tail effective sample size 2532.4956637. All have an
effective sample size of at least 400 which is the minimum sufficient
for a stable estimate of Monte Carlo standard error per Vehtari et
al. (2020).</p>
</div>
<div id="mc-standard-error-to-posterior-standard-deviation-3" class="section level2">
<h2>MC Standard Error to Posterior Standard Deviation</h2>
<p><img 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